import pandas as pd
import numpy as np
import matplotlib.pyplot as plt
from tqdm import tqdm_notebook
%matplotlib inline
import tensorflow
print (tensorflow.__version__)
2.4.0
!wget https://people.eecs.berkeley.edu/~taesung_park/CycleGAN/datasets/apple2orange.zip
--2020-12-27 08:22:37-- https://people.eecs.berkeley.edu/~taesung_park/CycleGAN/datasets/apple2orange.zip Resolving people.eecs.berkeley.edu (people.eecs.berkeley.edu)... 128.32.244.190 Connecting to people.eecs.berkeley.edu (people.eecs.berkeley.edu)|128.32.244.190|:443... connected. HTTP request sent, awaiting response... 200 OK Length: 78456409 (75M) [application/zip] Saving to: ‘apple2orange.zip’ apple2orange.zip 100%[===================>] 74.82M 3.48MB/s in 25s 2020-12-27 08:23:02 (3.03 MB/s) - ‘apple2orange.zip’ saved [78456409/78456409]
!unzip apple2orange.zip
Archive: apple2orange.zip creating: apple2orange/ creating: apple2orange/trainA/ inflating: apple2orange/trainA/n07740461_6908.jpg inflating: apple2orange/trainA/n07740461_7635.jpg inflating: apple2orange/trainA/n07740461_586.jpg inflating: apple2orange/trainA/n07740461_9813.jpg inflating: apple2orange/trainA/n07740461_6835.jpg inflating: apple2orange/trainA/n07740461_2818.jpg inflating: apple2orange/trainA/n07740461_2918.jpg inflating: apple2orange/trainA/n07740461_1213.jpg inflating: apple2orange/trainA/n07740461_2476.jpg inflating: apple2orange/trainA/n07740461_13596.jpg inflating: apple2orange/trainA/n07740461_4093.jpg inflating: apple2orange/trainA/n07740461_14738.jpg inflating: apple2orange/trainA/n07740461_6477.jpg inflating: apple2orange/trainA/n07740461_11356.jpg inflating: apple2orange/trainA/n07740461_7594.jpg inflating: apple2orange/trainA/n07740461_5119.jpg inflating: apple2orange/trainA/n07740461_10458.jpg inflating: apple2orange/trainA/n07740461_11597.jpg inflating: apple2orange/trainA/n07740461_318.jpg inflating: apple2orange/trainA/n07740461_5822.jpg inflating: apple2orange/trainA/n07740461_5127.jpg inflating: apple2orange/trainA/n07740461_9944.jpg inflating: apple2orange/trainA/n07740461_6967.jpg inflating: apple2orange/trainA/n07740461_2912.jpg inflating: apple2orange/trainA/n07740461_6899.jpg inflating: apple2orange/trainA/n07740461_2433.jpg inflating: apple2orange/trainA/n07740461_12748.jpg inflating: apple2orange/trainA/n07740461_11819.jpg inflating: apple2orange/trainA/n07740461_7165.jpg inflating: apple2orange/trainA/n07740461_354.jpg inflating: apple2orange/trainA/n07740461_6193.jpg inflating: apple2orange/trainA/n07740461_5645.jpg inflating: apple2orange/trainA/n07740461_14954.jpg inflating: apple2orange/trainA/n07740461_14869.jpg inflating: apple2orange/trainA/n07740461_6973.jpg inflating: apple2orange/trainA/n07740461_3892.jpg inflating: apple2orange/trainA/n07740461_12129.jpg inflating: apple2orange/trainA/n07740461_11673.jpg inflating: apple2orange/trainA/n07740461_2105.jpg inflating: apple2orange/trainA/n07740461_4427.jpg inflating: apple2orange/trainA/n07740461_312.jpg inflating: apple2orange/trainA/n07740461_12055.jpg inflating: apple2orange/trainA/n07740461_2077.jpg inflating: apple2orange/trainA/n07740461_494.jpg inflating: apple2orange/trainA/n07740461_10664.jpg inflating: apple2orange/trainA/n07740461_965.jpg inflating: apple2orange/trainA/n07740461_1848.jpg inflating: apple2orange/trainA/n07740461_165.jpg inflating: apple2orange/trainA/n07740461_3777.jpg inflating: apple2orange/trainA/n07740461_10369.jpg inflating: apple2orange/trainA/n07740461_14638.jpg inflating: apple2orange/trainA/n07740461_708.jpg inflating: apple2orange/trainA/n07740461_1978.jpg inflating: apple2orange/trainA/n07740461_6768.jpg inflating: apple2orange/trainA/n07740461_1787.jpg inflating: apple2orange/trainA/n07740461_7446.jpg inflating: apple2orange/trainA/n07740461_14327.jpg inflating: apple2orange/trainA/n07740461_2115.jpg inflating: apple2orange/trainA/n07740461_10357.jpg inflating: apple2orange/trainA/n07740461_13465.jpg inflating: apple2orange/trainA/n07740461_10284.jpg inflating: apple2orange/trainA/n07740461_3664.jpg inflating: apple2orange/trainA/n07740461_7627.jpg inflating: apple2orange/trainA/n07740461_964.jpg inflating: apple2orange/trainA/n07740461_13482.jpg inflating: apple2orange/trainA/n07740461_5266.jpg inflating: apple2orange/trainA/n07740461_8478.jpg inflating: apple2orange/trainA/n07740461_11408.jpg inflating: apple2orange/trainA/n07740461_8012.jpg inflating: apple2orange/trainA/n07740461_10894.jpg inflating: apple2orange/trainA/n07740461_7402.jpg inflating: apple2orange/trainA/n07740461_14895.jpg inflating: apple2orange/trainA/n07740461_7004.jpg inflating: apple2orange/trainA/n07740461_11602.jpg inflating: apple2orange/trainA/n07740461_9786.jpg inflating: apple2orange/trainA/n07740461_4936.jpg inflating: apple2orange/trainA/n07740461_2204.jpg inflating: apple2orange/trainA/n07740461_2128.jpg inflating: apple2orange/trainA/n07740461_15239.jpg inflating: apple2orange/trainA/n07740461_738.jpg inflating: apple2orange/trainA/n07740461_7603.jpg inflating: apple2orange/trainA/n07740461_8617.jpg inflating: apple2orange/trainA/n07740461_1494.jpg inflating: apple2orange/trainA/n07740461_11418.jpg inflating: apple2orange/trainA/n07740461_13528.jpg inflating: apple2orange/trainA/n07740461_10266.jpg inflating: apple2orange/trainA/n07740461_272.jpg inflating: apple2orange/trainA/n07740461_14475.jpg inflating: apple2orange/trainA/n07740461_10183.jpg inflating: apple2orange/trainA/n07740461_7405.jpg inflating: apple2orange/trainA/n07740461_4278.jpg inflating: apple2orange/trainA/n07740461_2263.jpg inflating: apple2orange/trainA/n07740461_3433.jpg inflating: apple2orange/trainA/n07740461_492.jpg inflating: apple2orange/trainA/n07740461_14022.jpg inflating: apple2orange/trainA/n07740461_14278.jpg inflating: apple2orange/trainA/n07740461_12636.jpg inflating: apple2orange/trainA/n07740461_6415.jpg inflating: apple2orange/trainA/n07740461_11114.jpg inflating: apple2orange/trainA/n07740461_8774.jpg inflating: apple2orange/trainA/n07740461_4467.jpg inflating: apple2orange/trainA/n07740461_287.jpg inflating: apple2orange/trainA/n07740461_6957.jpg inflating: apple2orange/trainA/n07740461_5983.jpg inflating: apple2orange/trainA/n07740461_4487.jpg inflating: apple2orange/trainA/n07740461_10037.jpg inflating: apple2orange/trainA/n07740461_4945.jpg inflating: apple2orange/trainA/n07740461_7964.jpg inflating: apple2orange/trainA/n07740461_4952.jpg inflating: apple2orange/trainA/n07740461_7392.jpg inflating: apple2orange/trainA/n07740461_6605.jpg inflating: apple2orange/trainA/n07740461_4009.jpg inflating: apple2orange/trainA/n07740461_2243.jpg inflating: apple2orange/trainA/n07740461_13713.jpg inflating: apple2orange/trainA/n07740461_7894.jpg inflating: apple2orange/trainA/n07740461_5775.jpg inflating: apple2orange/trainA/n07740461_10994.jpg inflating: apple2orange/trainA/n07740461_5218.jpg inflating: apple2orange/trainA/n07740461_10747.jpg inflating: apple2orange/trainA/n07740461_13863.jpg inflating: apple2orange/trainA/n07740461_10584.jpg inflating: apple2orange/trainA/n07740461_12888.jpg inflating: apple2orange/trainA/n07740461_4662.jpg inflating: apple2orange/trainA/n07740461_7257.jpg inflating: apple2orange/trainA/n07740461_10218.jpg inflating: apple2orange/trainA/n07740461_14959.jpg inflating: apple2orange/trainA/n07740461_8269.jpg inflating: apple2orange/trainA/n07740461_8232.jpg inflating: apple2orange/trainA/n07740461_763.jpg inflating: apple2orange/trainA/n07740461_9636.jpg inflating: apple2orange/trainA/n07740461_5156.jpg inflating: apple2orange/trainA/n07740461_3464.jpg inflating: apple2orange/trainA/n07740461_242.jpg inflating: apple2orange/trainA/n07740461_10239.jpg inflating: apple2orange/trainA/n07740461_8762.jpg inflating: apple2orange/trainA/n07740461_15064.jpg inflating: apple2orange/trainA/n07740461_2683.jpg inflating: apple2orange/trainA/n07740461_13725.jpg inflating: apple2orange/trainA/n07740461_7116.jpg inflating: apple2orange/trainA/n07740461_4503.jpg inflating: apple2orange/trainA/n07740461_8368.jpg inflating: apple2orange/trainA/n07740461_11864.jpg inflating: apple2orange/trainA/n07740461_14586.jpg inflating: apple2orange/trainA/n07740461_10554.jpg inflating: apple2orange/trainA/n07740461_5242.jpg inflating: apple2orange/trainA/n07740461_9.jpg inflating: apple2orange/trainA/n07740461_5697.jpg inflating: apple2orange/trainA/n07740461_9083.jpg inflating: apple2orange/trainA/n07740461_166.jpg inflating: apple2orange/trainA/n07740461_2408.jpg inflating: apple2orange/trainA/n07740461_12962.jpg inflating: apple2orange/trainA/n07740461_13395.jpg inflating: apple2orange/trainA/n07740461_7393.jpg inflating: apple2orange/trainA/n07740461_12998.jpg inflating: apple2orange/trainA/n07740461_13832.jpg inflating: apple2orange/trainA/n07740461_8277.jpg inflating: apple2orange/trainA/n07740461_10257.jpg inflating: apple2orange/trainA/n07740461_2616.jpg inflating: apple2orange/trainA/n07740461_14116.jpg inflating: apple2orange/trainA/n07740461_2874.jpg inflating: apple2orange/trainA/n07740461_6068.jpg inflating: apple2orange/trainA/n07740461_13477.jpg inflating: apple2orange/trainA/n07740461_1679.jpg inflating: apple2orange/trainA/n07740461_13382.jpg inflating: apple2orange/trainA/n07740461_6793.jpg inflating: apple2orange/trainA/n07740461_593.jpg inflating: apple2orange/trainA/n07740461_10577.jpg inflating: apple2orange/trainA/n07740461_14192.jpg inflating: apple2orange/trainA/n07740461_11095.jpg inflating: apple2orange/trainA/n07740461_5024.jpg inflating: apple2orange/trainA/n07740461_14237.jpg inflating: apple2orange/trainA/n07740461_8957.jpg inflating: apple2orange/trainA/n07740461_4846.jpg inflating: apple2orange/trainA/n07740461_1352.jpg inflating: apple2orange/trainA/n07740461_11678.jpg inflating: apple2orange/trainA/n07740461_2239.jpg inflating: apple2orange/trainA/n07740461_11247.jpg inflating: apple2orange/trainA/n07740461_5378.jpg inflating: apple2orange/trainA/n07740461_9927.jpg inflating: apple2orange/trainA/n07740461_4834.jpg inflating: apple2orange/trainA/n07740461_14525.jpg inflating: apple2orange/trainA/n07740461_15054.jpg inflating: apple2orange/trainA/n07740461_1556.jpg inflating: apple2orange/trainA/n07740461_1696.jpg inflating: apple2orange/trainA/n07740461_8915.jpg inflating: apple2orange/trainA/n07740461_14612.jpg inflating: apple2orange/trainA/n07740461_7184.jpg inflating: apple2orange/trainA/n07740461_2587.jpg inflating: apple2orange/trainA/n07740461_13673.jpg inflating: apple2orange/trainA/n07740461_4017.jpg inflating: apple2orange/trainA/n07740461_8577.jpg inflating: apple2orange/trainA/n07740461_10722.jpg inflating: apple2orange/trainA/n07740461_787.jpg inflating: apple2orange/trainA/n07740461_3352.jpg inflating: apple2orange/trainA/n07740461_6149.jpg inflating: apple2orange/trainA/n07740461_1313.jpg inflating: apple2orange/trainA/n07740461_9495.jpg inflating: apple2orange/trainA/n07740461_5755.jpg inflating: apple2orange/trainA/n07740461_3485.jpg inflating: apple2orange/trainA/n07740461_15013.jpg inflating: apple2orange/trainA/n07740461_9047.jpg inflating: apple2orange/trainA/n07740461_14913.jpg inflating: apple2orange/trainA/n07740461_14744.jpg inflating: apple2orange/trainA/n07740461_7002.jpg inflating: apple2orange/trainA/n07740461_663.jpg inflating: apple2orange/trainA/n07740461_6126.jpg inflating: apple2orange/trainA/n07740461_1723.jpg inflating: apple2orange/trainA/n07740461_5964.jpg inflating: apple2orange/trainA/n07740461_9902.jpg inflating: apple2orange/trainA/n07740461_14862.jpg inflating: apple2orange/trainA/n07740461_6948.jpg inflating: apple2orange/trainA/n07740461_183.jpg inflating: apple2orange/trainA/n07740461_8176.jpg inflating: apple2orange/trainA/n07740461_14516.jpg inflating: apple2orange/trainA/n07740461_8222.jpg inflating: apple2orange/trainA/n07740461_8673.jpg inflating: apple2orange/trainA/n07740461_10129.jpg inflating: apple2orange/trainA/n07740461_3895.jpg inflating: apple2orange/trainA/n07740461_6834.jpg inflating: apple2orange/trainA/n07740461_4412.jpg inflating: apple2orange/trainA/n07740461_12305.jpg inflating: apple2orange/trainA/n07740461_7827.jpg inflating: apple2orange/trainA/n07740461_2326.jpg inflating: apple2orange/trainA/n07740461_2798.jpg inflating: apple2orange/trainA/n07740461_14724.jpg inflating: apple2orange/trainA/n07740461_4445.jpg inflating: apple2orange/trainA/n07740461_2525.jpg inflating: apple2orange/trainA/n07740461_7387.jpg inflating: apple2orange/trainA/n07740461_6216.jpg inflating: apple2orange/trainA/n07740461_4399.jpg inflating: apple2orange/trainA/n07740461_12372.jpg inflating: apple2orange/trainA/n07740461_1629.jpg inflating: apple2orange/trainA/n07740461_5856.jpg inflating: apple2orange/trainA/n07740461_6695.jpg inflating: apple2orange/trainA/n07740461_5962.jpg inflating: apple2orange/trainA/n07740461_8068.jpg inflating: apple2orange/trainA/n07740461_2583.jpg inflating: apple2orange/trainA/n07740461_14593.jpg inflating: apple2orange/trainA/n07740461_10166.jpg inflating: apple2orange/trainA/n07740461_1778.jpg inflating: apple2orange/trainA/n07740461_526.jpg inflating: apple2orange/trainA/n07740461_2435.jpg inflating: apple2orange/trainA/n07740461_2168.jpg inflating: apple2orange/trainA/n07740461_12937.jpg inflating: apple2orange/trainA/n07740461_1889.jpg inflating: apple2orange/trainA/n07740461_14257.jpg inflating: apple2orange/trainA/n07740461_656.jpg inflating: apple2orange/trainA/n07740461_384.jpg inflating: apple2orange/trainA/n07740461_5043.jpg inflating: apple2orange/trainA/n07740461_4582.jpg inflating: apple2orange/trainA/n07740461_4686.jpg inflating: apple2orange/trainA/n07740461_5857.jpg inflating: apple2orange/trainA/n07740461_10363.jpg inflating: apple2orange/trainA/n07740461_14818.jpg inflating: apple2orange/trainA/n07740461_234.jpg inflating: apple2orange/trainA/n07740461_13335.jpg inflating: apple2orange/trainA/n07740461_1844.jpg inflating: apple2orange/trainA/n07740461_8842.jpg inflating: apple2orange/trainA/n07740461_128.jpg inflating: apple2orange/trainA/n07740461_13655.jpg inflating: apple2orange/trainA/n07740461_6236.jpg inflating: apple2orange/trainA/n07740461_2672.jpg inflating: apple2orange/trainA/n07740461_1438.jpg inflating: apple2orange/trainA/n07740461_2176.jpg inflating: apple2orange/trainA/n07740461_10104.jpg inflating: apple2orange/trainA/n07740461_5233.jpg inflating: apple2orange/trainA/n07740461_14886.jpg inflating: apple2orange/trainA/n07740461_14824.jpg inflating: apple2orange/trainA/n07740461_106.jpg inflating: apple2orange/trainA/n07740461_15098.jpg inflating: apple2orange/trainA/n07740461_5168.jpg inflating: apple2orange/trainA/n07740461_9687.jpg inflating: apple2orange/trainA/n07740461_14903.jpg inflating: apple2orange/trainA/n07740461_10508.jpg inflating: apple2orange/trainA/n07740461_10019.jpg inflating: apple2orange/trainA/n07740461_3043.jpg inflating: apple2orange/trainA/n07740461_14542.jpg inflating: apple2orange/trainA/n07740461_1937.jpg inflating: apple2orange/trainA/n07740461_8836.jpg inflating: apple2orange/trainA/n07740461_4415.jpg inflating: apple2orange/trainA/n07740461_1582.jpg inflating: apple2orange/trainA/n07740461_8553.jpg inflating: apple2orange/trainA/n07740461_818.jpg inflating: apple2orange/trainA/n07740461_2468.jpg inflating: apple2orange/trainA/n07740461_1656.jpg inflating: apple2orange/trainA/n07740461_583.jpg inflating: apple2orange/trainA/n07740461_5716.jpg inflating: apple2orange/trainA/n07740461_14722.jpg inflating: apple2orange/trainA/n07740461_9252.jpg inflating: apple2orange/trainA/n07740461_4773.jpg inflating: apple2orange/trainA/n07740461_862.jpg inflating: apple2orange/trainA/n07740461_3322.jpg inflating: apple2orange/trainA/n07740461_5435.jpg inflating: apple2orange/trainA/n07740461_2443.jpg inflating: apple2orange/trainA/n07740461_4813.jpg inflating: apple2orange/trainA/n07740461_8479.jpg inflating: apple2orange/trainA/n07740461_12614.jpg inflating: apple2orange/trainA/n07740461_3586.jpg inflating: apple2orange/trainA/n07740461_7793.jpg inflating: apple2orange/trainA/n07740461_13109.jpg inflating: apple2orange/trainA/n07740461_1834.jpg inflating: apple2orange/trainA/n07740461_8132.jpg inflating: apple2orange/trainA/n07740461_13806.jpg inflating: apple2orange/trainA/n07740461_10885.jpg inflating: apple2orange/trainA/n07740461_4805.jpg inflating: apple2orange/trainA/n07740461_1338.jpg inflating: apple2orange/trainA/n07740461_15074.jpg inflating: apple2orange/trainA/n07740461_5077.jpg inflating: apple2orange/trainA/n07740461_14994.jpg inflating: apple2orange/trainA/n07740461_10273.jpg inflating: apple2orange/trainA/n07740461_5894.jpg inflating: apple2orange/trainA/n07740461_10762.jpg inflating: apple2orange/trainA/n07740461_6976.jpg inflating: apple2orange/trainA/n07740461_12382.jpg inflating: apple2orange/trainA/n07740461_10756.jpg inflating: apple2orange/trainA/n07740461_6707.jpg inflating: apple2orange/trainA/n07740461_6422.jpg inflating: apple2orange/trainA/n07740461_158.jpg inflating: apple2orange/trainA/n07740461_14746.jpg inflating: apple2orange/trainA/n07740461_3187.jpg inflating: apple2orange/trainA/n07740461_6918.jpg inflating: apple2orange/trainA/n07740461_7383.jpg inflating: apple2orange/trainA/n07740461_953.jpg inflating: apple2orange/trainA/n07740461_2405.jpg inflating: apple2orange/trainA/n07740461_8834.jpg inflating: apple2orange/trainA/n07740461_10724.jpg inflating: apple2orange/trainA/n07740461_8902.jpg inflating: apple2orange/trainA/n07740461_6784.jpg inflating: apple2orange/trainA/n07740461_2739.jpg inflating: apple2orange/trainA/n07740461_12693.jpg inflating: apple2orange/trainA/n07740461_10643.jpg inflating: apple2orange/trainA/n07740461_2194.jpg inflating: apple2orange/trainA/n07740461_533.jpg inflating: apple2orange/trainA/n07740461_4523.jpg inflating: apple2orange/trainA/n07740461_1734.jpg inflating: apple2orange/trainA/n07740461_12048.jpg inflating: apple2orange/trainA/n07740461_12385.jpg inflating: apple2orange/trainA/n07740461_6084.jpg inflating: apple2orange/trainA/n07740461_10639.jpg inflating: apple2orange/trainA/n07740461_4238.jpg inflating: apple2orange/trainA/n07740461_11044.jpg inflating: apple2orange/trainA/n07740461_10819.jpg inflating: apple2orange/trainA/n07740461_6775.jpg inflating: apple2orange/trainA/n07740461_13328.jpg inflating: apple2orange/trainA/n07740461_7909.jpg inflating: apple2orange/trainA/n07740461_14646.jpg inflating: apple2orange/trainA/n07740461_14224.jpg inflating: apple2orange/trainA/n07740461_9849.jpg inflating: apple2orange/trainA/n07740461_3458.jpg inflating: apple2orange/trainA/n07740461_4054.jpg inflating: apple2orange/trainA/n07740461_10986.jpg inflating: apple2orange/trainA/n07740461_6587.jpg inflating: apple2orange/trainA/n07740461_13184.jpg inflating: apple2orange/trainA/n07740461_385.jpg inflating: apple2orange/trainA/n07740461_13368.jpg inflating: apple2orange/trainA/n07740461_7925.jpg inflating: apple2orange/trainA/n07740461_879.jpg inflating: apple2orange/trainA/n07740461_55.jpg inflating: apple2orange/trainA/n07740461_11082.jpg inflating: apple2orange/trainA/n07740461_14978.jpg inflating: apple2orange/trainA/n07740461_3178.jpg inflating: apple2orange/trainA/n07740461_10657.jpg inflating: apple2orange/trainA/n07740461_1163.jpg inflating: apple2orange/trainA/n07740461_3937.jpg inflating: apple2orange/trainA/n07740461_7464.jpg inflating: apple2orange/trainA/n07740461_6292.jpg inflating: apple2orange/trainA/n07740461_11254.jpg inflating: apple2orange/trainA/n07740461_3074.jpg inflating: apple2orange/trainA/n07740461_8679.jpg inflating: apple2orange/trainA/n07740461_5505.jpg inflating: apple2orange/trainA/n07740461_1742.jpg inflating: apple2orange/trainA/n07740461_803.jpg inflating: apple2orange/trainA/n07740461_7243.jpg inflating: apple2orange/trainA/n07740461_239.jpg inflating: apple2orange/trainA/n07740461_1254.jpg inflating: apple2orange/trainA/n07740461_4783.jpg inflating: apple2orange/trainA/n07740461_2199.jpg inflating: apple2orange/trainA/n07740461_11143.jpg inflating: apple2orange/trainA/n07740461_3476.jpg inflating: apple2orange/trainA/n07740461_6178.jpg inflating: apple2orange/trainA/n07740461_12355.jpg inflating: apple2orange/trainA/n07740461_10403.jpg inflating: apple2orange/trainA/n07740461_1926.jpg inflating: apple2orange/trainA/n07740461_236.jpg inflating: apple2orange/trainA/n07740461_14639.jpg inflating: apple2orange/trainA/n07740461_1958.jpg inflating: apple2orange/trainA/n07740461_14403.jpg inflating: apple2orange/trainA/n07740461_14035.jpg inflating: apple2orange/trainA/n07740461_9582.jpg inflating: apple2orange/trainA/n07740461_12807.jpg inflating: apple2orange/trainA/n07740461_13013.jpg inflating: apple2orange/trainA/n07740461_8166.jpg inflating: apple2orange/trainA/n07740461_5532.jpg inflating: apple2orange/trainA/n07740461_782.jpg inflating: apple2orange/trainA/n07740461_13066.jpg inflating: apple2orange/trainA/n07740461_11616.jpg inflating: apple2orange/trainA/n07740461_7194.jpg inflating: apple2orange/trainA/n07740461_4585.jpg inflating: apple2orange/trainA/n07740461_948.jpg inflating: apple2orange/trainA/n07740461_9092.jpg inflating: apple2orange/trainA/n07740461_8956.jpg inflating: apple2orange/trainA/n07740461_6895.jpg inflating: apple2orange/trainA/n07740461_5067.jpg inflating: apple2orange/trainA/n07740461_15196.jpg inflating: apple2orange/trainA/n07740461_5786.jpg inflating: apple2orange/trainA/n07740461_3736.jpg inflating: apple2orange/trainA/n07740461_237.jpg inflating: apple2orange/trainA/n07740461_5826.jpg inflating: apple2orange/trainA/n07740461_4199.jpg inflating: apple2orange/trainA/n07740461_5876.jpg inflating: apple2orange/trainA/n07740461_4376.jpg inflating: apple2orange/trainA/n07740461_12507.jpg inflating: apple2orange/trainA/n07740461_11855.jpg inflating: apple2orange/trainA/n07740461_5486.jpg inflating: apple2orange/trainA/n07740461_9773.jpg inflating: apple2orange/trainA/n07740461_1949.jpg inflating: apple2orange/trainA/n07740461_8448.jpg inflating: apple2orange/trainA/n07740461_8032.jpg inflating: apple2orange/trainA/n07740461_3429.jpg inflating: apple2orange/trainA/n07740461_12298.jpg inflating: apple2orange/trainA/n07740461_6759.jpg inflating: apple2orange/trainA/n07740461_1966.jpg inflating: apple2orange/trainA/n07740461_1402.jpg inflating: apple2orange/trainA/n07740461_6433.jpg inflating: apple2orange/trainA/n07740461_6815.jpg inflating: apple2orange/trainA/n07740461_7372.jpg inflating: apple2orange/trainA/n07740461_8389.jpg inflating: apple2orange/trainA/n07740461_14703.jpg inflating: apple2orange/trainA/n07740461_13284.jpg inflating: apple2orange/trainA/n07740461_7798.jpg inflating: apple2orange/trainA/n07740461_12327.jpg inflating: apple2orange/trainA/n07740461_14414.jpg inflating: apple2orange/trainA/n07740461_12953.jpg inflating: apple2orange/trainA/n07740461_1374.jpg inflating: apple2orange/trainA/n07740461_7208.jpg inflating: apple2orange/trainA/n07740461_8689.jpg inflating: apple2orange/trainA/n07740461_5182.jpg inflating: apple2orange/trainA/n07740461_904.jpg inflating: apple2orange/trainA/n07740461_3095.jpg inflating: apple2orange/trainA/n07740461_1954.jpg inflating: apple2orange/trainA/n07740461_10535.jpg inflating: apple2orange/trainA/n07740461_5245.jpg inflating: apple2orange/trainA/n07740461_7498.jpg inflating: apple2orange/trainA/n07740461_1223.jpg inflating: apple2orange/trainA/n07740461_1354.jpg inflating: apple2orange/trainA/n07740461_222.jpg inflating: apple2orange/trainA/n07740461_5468.jpg inflating: apple2orange/trainA/n07740461_14543.jpg inflating: apple2orange/trainA/n07740461_12297.jpg inflating: apple2orange/trainA/n07740461_9026.jpg inflating: apple2orange/trainA/n07740461_7708.jpg inflating: apple2orange/trainA/n07740461_7503.jpg inflating: apple2orange/trainA/n07740461_3073.jpg inflating: apple2orange/trainA/n07740461_4545.jpg inflating: apple2orange/trainA/n07740461_1823.jpg inflating: apple2orange/trainA/n07740461_11938.jpg inflating: apple2orange/trainA/n07740461_13899.jpg inflating: apple2orange/trainA/n07740461_2552.jpg inflating: apple2orange/trainA/n07740461_8904.jpg inflating: apple2orange/trainA/n07740461_11833.jpg inflating: apple2orange/trainA/n07740461_9835.jpg inflating: apple2orange/trainA/n07740461_574.jpg inflating: apple2orange/trainA/n07740461_12228.jpg inflating: apple2orange/trainA/n07740461_13958.jpg inflating: apple2orange/trainA/n07740461_13153.jpg inflating: apple2orange/trainA/n07740461_6106.jpg inflating: apple2orange/trainA/n07740461_1698.jpg inflating: apple2orange/trainA/n07740461_1677.jpg inflating: apple2orange/trainA/n07740461_12713.jpg inflating: apple2orange/trainA/n07740461_1859.jpg inflating: apple2orange/trainA/n07740461_1993.jpg inflating: apple2orange/trainA/n07740461_6616.jpg inflating: apple2orange/trainA/n07740461_7094.jpg inflating: apple2orange/trainA/n07740461_2278.jpg inflating: apple2orange/trainA/n07740461_11613.jpg inflating: apple2orange/trainA/n07740461_1985.jpg inflating: apple2orange/trainA/n07740461_5122.jpg inflating: apple2orange/trainA/n07740461_5135.jpg inflating: apple2orange/trainA/n07740461_6394.jpg inflating: apple2orange/trainA/n07740461_7887.jpg inflating: apple2orange/trainA/n07740461_1283.jpg inflating: apple2orange/trainA/n07740461_14825.jpg inflating: apple2orange/trainA/n07740461_1754.jpg inflating: apple2orange/trainA/n07740461_14273.jpg inflating: apple2orange/trainA/n07740461_1164.jpg inflating: apple2orange/trainA/n07740461_7974.jpg inflating: apple2orange/trainA/n07740461_4039.jpg inflating: apple2orange/trainA/n07740461_3139.jpg inflating: apple2orange/trainA/n07740461_2359.jpg inflating: apple2orange/trainA/n07740461_8764.jpg inflating: apple2orange/trainA/n07740461_8062.jpg inflating: apple2orange/trainA/n07740461_2.jpg inflating: apple2orange/trainA/n07740461_3976.jpg inflating: apple2orange/trainA/n07740461_11258.jpg inflating: apple2orange/trainA/n07740461_6144.jpg inflating: apple2orange/trainA/n07740461_7769.jpg inflating: apple2orange/trainA/n07740461_8007.jpg inflating: apple2orange/trainA/n07740461_7659.jpg inflating: apple2orange/trainA/n07740461_6469.jpg inflating: apple2orange/trainA/n07740461_2656.jpg inflating: apple2orange/trainA/n07740461_9747.jpg inflating: apple2orange/trainA/n07740461_329.jpg inflating: apple2orange/trainA/n07740461_7133.jpg inflating: apple2orange/trainA/n07740461_4398.jpg inflating: apple2orange/trainA/n07740461_12215.jpg inflating: apple2orange/trainA/n07740461_7637.jpg inflating: apple2orange/trainA/n07740461_5173.jpg inflating: apple2orange/trainA/n07740461_6056.jpg inflating: apple2orange/trainA/n07740461_9518.jpg inflating: apple2orange/trainA/n07740461_1828.jpg inflating: apple2orange/trainA/n07740461_14645.jpg inflating: apple2orange/trainA/n07740461_5466.jpg inflating: apple2orange/trainA/n07740461_2136.jpg inflating: apple2orange/trainA/n07740461_12564.jpg inflating: apple2orange/trainA/n07740461_12034.jpg inflating: apple2orange/trainA/n07740461_7487.jpg inflating: apple2orange/trainA/n07740461_3569.jpg inflating: apple2orange/trainA/n07740461_14919.jpg inflating: apple2orange/trainA/n07740461_10335.jpg inflating: apple2orange/trainA/n07740461_5079.jpg inflating: apple2orange/trainA/n07740461_12867.jpg inflating: apple2orange/trainA/n07740461_3398.jpg inflating: apple2orange/trainA/n07740461_13198.jpg inflating: apple2orange/trainA/n07740461_14236.jpg inflating: apple2orange/trainA/n07740461_8983.jpg inflating: apple2orange/trainA/n07740461_11797.jpg inflating: apple2orange/trainA/n07740461_173.jpg inflating: apple2orange/trainA/n07740461_12056.jpg inflating: apple2orange/trainA/n07740461_6944.jpg inflating: apple2orange/trainA/n07740461_8464.jpg inflating: apple2orange/trainA/n07740461_12993.jpg inflating: apple2orange/trainA/n07740461_10717.jpg inflating: apple2orange/trainA/n07740461_7615.jpg inflating: apple2orange/trainA/n07740461_7638.jpg inflating: apple2orange/trainA/n07740461_226.jpg inflating: apple2orange/trainA/n07740461_5968.jpg inflating: apple2orange/trainA/n07740461_3159.jpg inflating: apple2orange/trainA/n07740461_3602.jpg inflating: apple2orange/trainA/n07740461_1239.jpg inflating: apple2orange/trainA/n07740461_8406.jpg inflating: apple2orange/trainA/n07740461_1685.jpg inflating: apple2orange/trainA/n07740461_6352.jpg inflating: apple2orange/trainA/n07740461_1277.jpg inflating: apple2orange/trainA/n07740461_6743.jpg inflating: apple2orange/trainA/n07740461_3652.jpg inflating: apple2orange/trainA/n07740461_14797.jpg inflating: apple2orange/trainA/n07740461_3123.jpg inflating: apple2orange/trainA/n07740461_6507.jpg inflating: apple2orange/trainA/n07740461_7805.jpg inflating: apple2orange/trainA/n07740461_13907.jpg inflating: apple2orange/trainA/n07740461_12556.jpg inflating: apple2orange/trainA/n07740461_4299.jpg inflating: apple2orange/trainA/n07740461_2787.jpg inflating: apple2orange/trainA/n07740461_9294.jpg inflating: apple2orange/trainA/n07740461_543.jpg inflating: apple2orange/trainA/n07740461_12929.jpg inflating: apple2orange/trainA/n07740461_1169.jpg inflating: apple2orange/trainA/n07740461_6838.jpg inflating: apple2orange/trainA/n07740461_12374.jpg inflating: apple2orange/trainA/n07740461_6008.jpg inflating: apple2orange/trainA/n07740461_2122.jpg inflating: apple2orange/trainA/n07740461_13943.jpg inflating: apple2orange/trainA/n07740461_614.jpg inflating: apple2orange/trainA/n07740461_666.jpg inflating: apple2orange/trainA/n07740461_5146.jpg inflating: apple2orange/trainA/n07740461_13218.jpg inflating: apple2orange/trainA/n07740461_14439.jpg inflating: apple2orange/trainA/n07740461_11069.jpg inflating: apple2orange/trainA/n07740461_9067.jpg inflating: apple2orange/trainA/n07740461_2588.jpg inflating: apple2orange/trainA/n07740461_11225.jpg inflating: apple2orange/trainA/n07740461_4816.jpg inflating: apple2orange/trainA/n07740461_2867.jpg inflating: apple2orange/trainA/n07740461_10797.jpg inflating: apple2orange/trainA/n07740461_1563.jpg inflating: apple2orange/trainA/n07740461_4644.jpg inflating: apple2orange/trainA/n07740461_10374.jpg inflating: apple2orange/trainA/n07740461_13137.jpg inflating: apple2orange/trainA/n07740461_13763.jpg inflating: apple2orange/trainA/n07740461_11403.jpg inflating: apple2orange/trainA/n07740461_1623.jpg inflating: apple2orange/trainA/n07740461_247.jpg inflating: apple2orange/trainA/n07740461_832.jpg inflating: apple2orange/trainA/n07740461_524.jpg inflating: apple2orange/trainA/n07740461_4566.jpg inflating: apple2orange/trainA/n07740461_10336.jpg inflating: apple2orange/trainA/n07740461_13225.jpg inflating: apple2orange/trainA/n07740461_7874.jpg inflating: apple2orange/trainA/n07740461_2142.jpg inflating: apple2orange/trainA/n07740461_9816.jpg inflating: apple2orange/trainA/n07740461_14619.jpg inflating: apple2orange/trainA/n07740461_8458.jpg inflating: apple2orange/trainA/n07740461_3036.jpg inflating: apple2orange/trainA/n07740461_5848.jpg inflating: apple2orange/trainA/n07740461_8399.jpg inflating: apple2orange/trainA/n07740461_649.jpg inflating: apple2orange/trainA/n07740461_7286.jpg inflating: apple2orange/trainA/n07740461_5794.jpg inflating: apple2orange/trainA/n07740461_488.jpg inflating: apple2orange/trainA/n07740461_7523.jpg inflating: apple2orange/trainA/n07740461_6476.jpg inflating: apple2orange/trainA/n07740461_6877.jpg inflating: apple2orange/trainA/n07740461_10997.jpg inflating: apple2orange/trainA/n07740461_5882.jpg inflating: apple2orange/trainA/n07740461_9338.jpg inflating: apple2orange/trainA/n07740461_1923.jpg inflating: apple2orange/trainA/n07740461_2307.jpg inflating: apple2orange/trainA/n07740461_5037.jpg inflating: apple2orange/trainA/n07740461_6658.jpg inflating: apple2orange/trainA/n07740461_6544.jpg inflating: apple2orange/trainA/n07740461_13552.jpg inflating: apple2orange/trainA/n07740461_3498.jpg inflating: apple2orange/trainA/n07740461_5567.jpg inflating: apple2orange/trainA/n07740461_325.jpg inflating: apple2orange/trainA/n07740461_10647.jpg inflating: apple2orange/trainA/n07740461_11094.jpg inflating: apple2orange/trainA/n07740461_5362.jpg inflating: apple2orange/trainA/n07740461_3248.jpg inflating: apple2orange/trainA/n07740461_10242.jpg inflating: apple2orange/trainA/n07740461_7448.jpg inflating: apple2orange/trainA/n07740461_3535.jpg inflating: apple2orange/trainA/n07740461_14893.jpg inflating: apple2orange/trainA/n07740461_2099.jpg inflating: apple2orange/trainA/n07740461_11457.jpg inflating: apple2orange/trainA/n07740461_9549.jpg inflating: apple2orange/trainA/n07740461_3454.jpg inflating: apple2orange/trainA/n07740461_1735.jpg inflating: apple2orange/trainA/n07740461_6688.jpg inflating: apple2orange/trainA/n07740461_14713.jpg inflating: apple2orange/trainA/n07740461_14568.jpg inflating: apple2orange/trainA/n07740461_10067.jpg inflating: apple2orange/trainA/n07740461_13633.jpg inflating: apple2orange/trainA/n07740461_1612.jpg inflating: apple2orange/trainA/n07740461_9442.jpg inflating: apple2orange/trainA/n07740461_8857.jpg inflating: apple2orange/trainA/n07740461_2483.jpg inflating: apple2orange/trainA/n07740461_2349.jpg inflating: apple2orange/trainA/n07740461_198.jpg inflating: apple2orange/trainA/n07740461_1713.jpg inflating: apple2orange/trainA/n07740461_3503.jpg inflating: apple2orange/trainA/n07740461_4836.jpg inflating: apple2orange/trainA/n07740461_7422.jpg inflating: apple2orange/trainA/n07740461_2522.jpg inflating: apple2orange/trainA/n07740461_15087.jpg inflating: apple2orange/trainA/n07740461_6157.jpg inflating: apple2orange/trainA/n07740461_6632.jpg inflating: apple2orange/trainA/n07740461_7878.jpg inflating: apple2orange/trainA/n07740461_4203.jpg inflating: apple2orange/trainA/n07740461_11699.jpg inflating: apple2orange/trainA/n07740461_5835.jpg inflating: apple2orange/trainA/n07740461_8578.jpg inflating: apple2orange/trainA/n07740461_11548.jpg inflating: apple2orange/trainA/n07740461_1803.jpg inflating: apple2orange/trainA/n07740461_3865.jpg inflating: apple2orange/trainA/n07740461_3289.jpg inflating: apple2orange/trainA/n07740461_10442.jpg inflating: apple2orange/trainA/n07740461_12475.jpg inflating: apple2orange/trainA/n07740461_8892.jpg inflating: apple2orange/trainA/n07740461_14729.jpg inflating: apple2orange/trainA/n07740461_11134.jpg inflating: apple2orange/trainA/n07740461_7079.jpg inflating: apple2orange/trainA/n07740461_1647.jpg inflating: apple2orange/trainA/n07740461_11267.jpg inflating: apple2orange/trainA/n07740461_4618.jpg inflating: apple2orange/trainA/n07740461_12402.jpg inflating: apple2orange/trainA/n07740461_5345.jpg inflating: apple2orange/trainA/n07740461_12855.jpg inflating: apple2orange/trainA/n07740461_5735.jpg inflating: apple2orange/trainA/n07740461_3063.jpg inflating: apple2orange/trainA/n07740461_7614.jpg inflating: apple2orange/trainA/n07740461_3776.jpg inflating: apple2orange/trainA/n07740461_7145.jpg inflating: apple2orange/trainA/n07740461_10074.jpg inflating: apple2orange/trainA/n07740461_6947.jpg inflating: apple2orange/trainA/n07740461_785.jpg inflating: apple2orange/trainA/n07740461_7865.jpg inflating: apple2orange/trainA/n07740461_9537.jpg inflating: apple2orange/trainA/n07740461_10517.jpg inflating: apple2orange/trainA/n07740461_12737.jpg inflating: apple2orange/trainA/n07740461_4019.jpg inflating: apple2orange/trainA/n07740461_6143.jpg inflating: apple2orange/trainA/n07740461_2246.jpg inflating: apple2orange/trainA/n07740461_12894.jpg inflating: apple2orange/trainA/n07740461_8178.jpg inflating: apple2orange/trainA/n07740461_1979.jpg inflating: apple2orange/trainA/n07740461_928.jpg inflating: apple2orange/trainA/n07740461_12136.jpg inflating: apple2orange/trainA/n07740461_13233.jpg inflating: apple2orange/trainA/n07740461_13324.jpg inflating: apple2orange/trainA/n07740461_4602.jpg inflating: apple2orange/trainA/n07740461_10419.jpg inflating: apple2orange/trainA/n07740461_14889.jpg inflating: apple2orange/trainA/n07740461_6305.jpg inflating: apple2orange/trainA/n07740461_8597.jpg inflating: apple2orange/trainA/n07740461_13048.jpg inflating: apple2orange/trainA/n07740461_4163.jpg inflating: apple2orange/trainA/n07740461_9023.jpg inflating: apple2orange/trainA/n07740461_4249.jpg inflating: apple2orange/trainA/n07740461_12537.jpg inflating: apple2orange/trainA/n07740461_6746.jpg inflating: apple2orange/trainA/n07740461_413.jpg inflating: apple2orange/trainA/n07740461_2268.jpg inflating: apple2orange/trainA/n07740461_14394.jpg inflating: apple2orange/trainA/n07740461_13742.jpg inflating: apple2orange/trainA/n07740461_6396.jpg inflating: apple2orange/trainA/n07740461_2028.jpg inflating: apple2orange/trainA/n07740461_3268.jpg inflating: apple2orange/trainA/n07740461_4244.jpg inflating: apple2orange/trainA/n07740461_10759.jpg inflating: apple2orange/trainA/n07740461_12126.jpg inflating: apple2orange/trainA/n07740461_14743.jpg inflating: apple2orange/trainA/n07740461_13077.jpg inflating: apple2orange/trainA/n07740461_8978.jpg inflating: apple2orange/trainA/n07740461_3683.jpg inflating: apple2orange/trainA/n07740461_1328.jpg inflating: apple2orange/trainA/n07740461_8583.jpg inflating: apple2orange/trainA/n07740461_1475.jpg inflating: apple2orange/trainA/n07740461_4927.jpg inflating: apple2orange/trainA/n07740461_10595.jpg inflating: apple2orange/trainA/n07740461_15079.jpg inflating: apple2orange/trainA/n07740461_2189.jpg inflating: apple2orange/trainA/n07740461_9268.jpg inflating: apple2orange/trainA/n07740461_13235.jpg inflating: apple2orange/trainA/n07740461_1849.jpg inflating: apple2orange/trainA/n07740461_496.jpg inflating: apple2orange/trainA/n07740461_1336.jpg inflating: apple2orange/trainA/n07740461_3998.jpg inflating: apple2orange/trainA/n07740461_6729.jpg inflating: apple2orange/trainA/n07740461_3143.jpg inflating: apple2orange/trainA/n07740461_5834.jpg inflating: apple2orange/trainA/n07740461_1605.jpg inflating: apple2orange/trainA/n07740461_12317.jpg inflating: apple2orange/trainA/n07740461_2329.jpg inflating: apple2orange/trainA/n07740461_9423.jpg inflating: apple2orange/trainA/n07740461_5367.jpg inflating: apple2orange/trainA/n07740461_4622.jpg inflating: apple2orange/trainA/n07740461_4257.jpg inflating: apple2orange/trainA/n07740461_3794.jpg inflating: apple2orange/trainA/n07740461_2743.jpg inflating: apple2orange/trainA/n07740461_3188.jpg inflating: apple2orange/trainA/n07740461_8054.jpg inflating: apple2orange/trainA/n07740461_9157.jpg inflating: apple2orange/trainA/n07740461_13308.jpg inflating: apple2orange/trainA/n07740461_13197.jpg inflating: apple2orange/trainA/n07740461_10219.jpg inflating: apple2orange/trainA/n07740461_11018.jpg inflating: apple2orange/trainA/n07740461_6379.jpg inflating: apple2orange/trainA/n07740461_13444.jpg inflating: apple2orange/trainA/n07740461_9756.jpg inflating: apple2orange/trainA/n07740461_10483.jpg inflating: apple2orange/trainA/n07740461_11073.jpg inflating: apple2orange/trainA/n07740461_3468.jpg inflating: apple2orange/trainA/n07740461_12224.jpg inflating: apple2orange/trainA/n07740461_8982.jpg inflating: apple2orange/trainA/n07740461_6863.jpg inflating: apple2orange/trainA/n07740461_9129.jpg inflating: apple2orange/trainA/n07740461_15208.jpg inflating: apple2orange/trainA/n07740461_4478.jpg inflating: apple2orange/trainA/n07740461_8382.jpg inflating: apple2orange/trainA/n07740461_10575.jpg inflating: apple2orange/trainA/n07740461_2228.jpg inflating: apple2orange/trainA/n07740461_4027.jpg inflating: apple2orange/trainA/n07740461_1916.jpg inflating: apple2orange/trainA/n07740461_15099.jpg inflating: apple2orange/trainA/n07740461_14785.jpg inflating: apple2orange/trainA/n07740461_1524.jpg inflating: apple2orange/trainA/n07740461_9844.jpg inflating: apple2orange/trainA/n07740461_3295.jpg inflating: apple2orange/trainA/n07740461_14956.jpg inflating: apple2orange/trainA/n07740461_10514.jpg inflating: apple2orange/trainA/n07740461_2542.jpg inflating: apple2orange/trainA/n07740461_759.jpg inflating: apple2orange/trainA/n07740461_2549.jpg inflating: apple2orange/trainA/n07740461_602.jpg inflating: apple2orange/trainA/n07740461_15014.jpg inflating: apple2orange/trainA/n07740461_3755.jpg inflating: apple2orange/trainA/n07740461_10409.jpg inflating: apple2orange/trainA/n07740461_5549.jpg inflating: apple2orange/trainA/n07740461_7575.jpg inflating: apple2orange/trainA/n07740461_9172.jpg inflating: apple2orange/trainA/n07740461_14006.jpg inflating: apple2orange/trainA/n07740461_7605.jpg inflating: apple2orange/trainA/n07740461_9865.jpg inflating: apple2orange/trainA/n07740461_8305.jpg inflating: apple2orange/trainA/n07740461_2257.jpg inflating: apple2orange/trainA/n07740461_14969.jpg inflating: apple2orange/trainA/n07740461_9123.jpg inflating: apple2orange/trainA/n07740461_14859.jpg inflating: apple2orange/trainA/n07740461_14939.jpg inflating: apple2orange/trainA/n07740461_12749.jpg inflating: apple2orange/trainA/n07740461_3838.jpg inflating: apple2orange/trainA/n07740461_2026.jpg inflating: apple2orange/trainA/n07740461_8288.jpg inflating: apple2orange/trainA/n07740461_13249.jpg inflating: apple2orange/trainA/n07740461_664.jpg inflating: apple2orange/trainA/n07740461_8124.jpg inflating: apple2orange/trainA/n07740461_7706.jpg inflating: apple2orange/trainA/n07740461_7039.jpg inflating: apple2orange/trainA/n07740461_3184.jpg inflating: apple2orange/trainA/n07740461_12756.jpg inflating: apple2orange/trainA/n07740461_11917.jpg inflating: apple2orange/trainA/n07740461_10539.jpg inflating: apple2orange/trainA/n07740461_11752.jpg inflating: apple2orange/trainA/n07740461_679.jpg inflating: apple2orange/trainA/n07740461_14245.jpg inflating: apple2orange/trainA/n07740461_794.jpg inflating: apple2orange/trainA/n07740461_3229.jpg inflating: apple2orange/trainA/n07740461_7692.jpg inflating: apple2orange/trainA/n07740461_13194.jpg inflating: apple2orange/trainA/n07740461_175.jpg inflating: apple2orange/trainA/n07740461_14476.jpg inflating: apple2orange/trainA/n07740461_8066.jpg inflating: apple2orange/trainA/n07740461_14512.jpg inflating: apple2orange/trainA/n07740461_1376.jpg inflating: apple2orange/trainA/n07740461_6295.jpg inflating: apple2orange/trainA/n07740461_2322.jpg inflating: apple2orange/trainA/n07740461_8025.jpg inflating: apple2orange/trainA/n07740461_9074.jpg inflating: apple2orange/trainA/n07740461_11187.jpg inflating: apple2orange/trainA/n07740461_369.jpg inflating: apple2orange/trainA/n07740461_12099.jpg inflating: apple2orange/trainA/n07740461_7512.jpg inflating: apple2orange/trainA/n07740461_5436.jpg inflating: apple2orange/trainA/n07740461_10435.jpg inflating: apple2orange/trainA/n07740461_7219.jpg inflating: apple2orange/trainA/n07740461_7806.jpg inflating: apple2orange/trainA/n07740461_3062.jpg inflating: apple2orange/trainA/n07740461_3904.jpg inflating: apple2orange/trainA/n07740461_9096.jpg inflating: apple2orange/trainA/n07740461_2909.jpg inflating: apple2orange/trainA/n07740461_12168.jpg inflating: apple2orange/trainA/n07740461_9226.jpg inflating: apple2orange/trainA/n07740461_14912.jpg inflating: apple2orange/trainA/n07740461_14314.jpg inflating: apple2orange/trainA/n07740461_7573.jpg inflating: apple2orange/trainA/n07740461_3676.jpg inflating: apple2orange/trainA/n07740461_11117.jpg inflating: apple2orange/trainA/n07740461_3823.jpg inflating: apple2orange/trainA/n07740461_1743.jpg inflating: apple2orange/trainA/n07740461_10128.jpg inflating: apple2orange/trainA/n07740461_4884.jpg inflating: apple2orange/trainA/n07740461_9842.jpg inflating: apple2orange/trainA/n07740461_1453.jpg inflating: apple2orange/trainA/n07740461_15075.jpg inflating: apple2orange/trainA/n07740461_2688.jpg inflating: apple2orange/trainA/n07740461_14557.jpg inflating: apple2orange/trainA/n07740461_11649.jpg inflating: apple2orange/trainA/n07740461_11159.jpg inflating: apple2orange/trainA/n07740461_14384.jpg inflating: apple2orange/trainA/n07740461_866.jpg inflating: apple2orange/trainA/n07740461_858.jpg inflating: apple2orange/trainA/n07740461_2419.jpg inflating: apple2orange/trainA/n07740461_4992.jpg inflating: apple2orange/trainA/n07740461_8407.jpg inflating: apple2orange/trainA/n07740461_1033.jpg inflating: apple2orange/trainA/n07740461_8497.jpg inflating: apple2orange/trainA/n07740461_4044.jpg inflating: apple2orange/trainA/n07740461_8616.jpg inflating: apple2orange/trainA/n07740461_6546.jpg inflating: apple2orange/trainA/n07740461_12333.jpg inflating: apple2orange/trainA/n07740461_802.jpg inflating: apple2orange/trainA/n07740461_3406.jpg inflating: apple2orange/trainA/n07740461_612.jpg inflating: apple2orange/trainA/n07740461_8649.jpg inflating: apple2orange/trainA/n07740461_596.jpg inflating: apple2orange/trainA/n07740461_592.jpg inflating: apple2orange/trainA/n07740461_14813.jpg inflating: apple2orange/trainA/n07740461_3382.jpg inflating: apple2orange/trainA/n07740461_14706.jpg inflating: apple2orange/trainA/n07740461_14137.jpg inflating: apple2orange/trainA/n07740461_1224.jpg inflating: apple2orange/trainA/n07740461_7937.jpg inflating: apple2orange/trainA/n07740461_6014.jpg inflating: apple2orange/trainA/n07740461_14036.jpg inflating: apple2orange/trainA/n07740461_7324.jpg inflating: apple2orange/trainA/n07740461_13075.jpg inflating: apple2orange/trainA/n07740461_1125.jpg inflating: apple2orange/trainA/n07740461_4804.jpg inflating: apple2orange/trainA/n07740461_14755.jpg inflating: apple2orange/trainA/n07740461_278.jpg inflating: apple2orange/trainA/n07740461_1064.jpg inflating: apple2orange/trainA/n07740461_7965.jpg inflating: apple2orange/trainA/n07740461_364.jpg inflating: apple2orange/trainA/n07740461_1203.jpg inflating: apple2orange/trainA/n07740461_13643.jpg inflating: apple2orange/trainA/n07740461_784.jpg inflating: apple2orange/trainA/n07740461_12837.jpg inflating: apple2orange/trainA/n07740461_11992.jpg inflating: apple2orange/trainA/n07740461_4292.jpg inflating: apple2orange/trainA/n07740461_11498.jpg inflating: apple2orange/trainA/n07740461_13627.jpg inflating: apple2orange/trainA/n07740461_14085.jpg inflating: apple2orange/trainA/n07740461_1174.jpg inflating: apple2orange/trainA/n07740461_11884.jpg inflating: apple2orange/trainA/n07740461_11719.jpg inflating: apple2orange/trainA/n07740461_6226.jpg inflating: apple2orange/trainA/n07740461_12757.jpg inflating: apple2orange/trainA/n07740461_3452.jpg inflating: apple2orange/trainA/n07740461_4553.jpg inflating: apple2orange/trainA/n07740461_4623.jpg inflating: apple2orange/trainA/n07740461_235.jpg inflating: apple2orange/trainA/n07740461_283.jpg inflating: apple2orange/trainA/n07740461_10012.jpg inflating: apple2orange/trainA/n07740461_2698.jpg inflating: apple2orange/trainA/n07740461_1668.jpg inflating: apple2orange/trainA/n07740461_3393.jpg inflating: apple2orange/trainA/n07740461_8796.jpg inflating: apple2orange/trainA/n07740461_1808.jpg inflating: apple2orange/trainA/n07740461_13735.jpg inflating: apple2orange/trainA/n07740461_12603.jpg inflating: apple2orange/trainA/n07740461_14509.jpg inflating: apple2orange/trainA/n07740461_9082.jpg inflating: apple2orange/trainA/n07740461_13023.jpg inflating: apple2orange/trainA/n07740461_353.jpg inflating: apple2orange/trainA/n07740461_8635.jpg inflating: apple2orange/trainA/n07740461_13129.jpg inflating: apple2orange/trainA/n07740461_2963.jpg inflating: apple2orange/trainA/n07740461_6673.jpg inflating: apple2orange/trainA/n07740461_9554.jpg inflating: apple2orange/trainA/n07740461_13579.jpg inflating: apple2orange/trainA/n07740461_9027.jpg inflating: apple2orange/trainA/n07740461_3428.jpg inflating: apple2orange/trainA/n07740461_9005.jpg inflating: apple2orange/trainA/n07740461_10916.jpg inflating: apple2orange/trainA/n07740461_13449.jpg inflating: apple2orange/trainA/n07740461_13846.jpg inflating: apple2orange/trainA/n07740461_4974.jpg inflating: apple2orange/trainA/n07740461_11999.jpg inflating: apple2orange/trainA/n07740461_14802.jpg inflating: apple2orange/trainA/n07740461_8645.jpg inflating: apple2orange/trainA/n07740461_3469.jpg inflating: apple2orange/trainA/n07740461_14923.jpg inflating: apple2orange/trainA/n07740461_3309.jpg inflating: apple2orange/trainA/n07740461_10437.jpg inflating: apple2orange/trainA/n07740461_2478.jpg inflating: apple2orange/trainA/n07740461_8717.jpg inflating: apple2orange/trainA/n07740461_7282.jpg inflating: apple2orange/trainA/n07740461_1987.jpg inflating: apple2orange/trainA/n07740461_14997.jpg inflating: apple2orange/trainA/n07740461_1092.jpg inflating: apple2orange/trainA/n07740461_10917.jpg inflating: apple2orange/trainA/n07740461_1496.jpg inflating: apple2orange/trainA/n07740461_3699.jpg inflating: apple2orange/trainA/n07740461_14767.jpg inflating: apple2orange/trainA/n07740461_15047.jpg inflating: apple2orange/trainA/n07740461_975.jpg inflating: apple2orange/trainA/n07740461_11974.jpg inflating: apple2orange/trainA/n07740461_5715.jpg inflating: apple2orange/trainA/n07740461_7577.jpg inflating: apple2orange/trainA/n07740461_7712.jpg inflating: apple2orange/trainA/n07740461_10842.jpg inflating: apple2orange/trainA/n07740461_1957.jpg inflating: apple2orange/trainA/n07740461_1046.jpg inflating: apple2orange/trainA/n07740461_11598.jpg inflating: apple2orange/trainA/n07740461_1405.jpg inflating: apple2orange/trainA/n07740461_8573.jpg inflating: apple2orange/trainA/n07740461_11717.jpg inflating: apple2orange/trainA/n07740461_2196.jpg inflating: apple2orange/trainA/n07740461_5846.jpg inflating: apple2orange/trainA/n07740461_6208.jpg inflating: apple2orange/trainA/n07740461_409.jpg inflating: apple2orange/trainA/n07740461_38.jpg inflating: apple2orange/trainA/n07740461_8378.jpg inflating: apple2orange/trainA/n07740461_6735.jpg inflating: apple2orange/trainA/n07740461_12869.jpg inflating: apple2orange/trainA/n07740461_1812.jpg inflating: apple2orange/trainA/n07740461_13045.jpg inflating: apple2orange/trainA/n07740461_8075.jpg inflating: apple2orange/trainA/n07740461_4546.jpg inflating: apple2orange/trainA/n07740461_5605.jpg inflating: apple2orange/trainA/n07740461_8537.jpg inflating: apple2orange/trainA/n07740461_6903.jpg inflating: apple2orange/trainA/n07740461_6972.jpg inflating: apple2orange/trainA/n07740461_11927.jpg inflating: apple2orange/trainA/n07740461_14788.jpg inflating: apple2orange/trainA/n07740461_3099.jpg inflating: apple2orange/trainA/n07740461_275.jpg inflating: apple2orange/trainA/n07740461_5416.jpg inflating: apple2orange/trainA/n07740461_11829.jpg inflating: apple2orange/trainA/n07740461_3552.jpg inflating: apple2orange/trainA/n07740461_958.jpg inflating: apple2orange/trainA/n07740461_499.jpg inflating: apple2orange/trainA/n07740461_14553.jpg inflating: apple2orange/trainA/n07740461_8022.jpg inflating: apple2orange/trainA/n07740461_12662.jpg inflating: apple2orange/trainA/n07740461_15003.jpg inflating: apple2orange/trainA/n07740461_2792.jpg inflating: apple2orange/trainA/n07740461_10065.jpg inflating: apple2orange/trainA/n07740461_3638.jpg inflating: apple2orange/trainA/n07740461_7046.jpg inflating: apple2orange/trainA/n07740461_1555.jpg inflating: apple2orange/trainA/n07740461_12768.jpg inflating: apple2orange/trainA/n07740461_7689.jpg inflating: apple2orange/trainA/n07740461_10523.jpg inflating: apple2orange/trainA/n07740461_2566.jpg creating: apple2orange/testB/ inflating: apple2orange/testB/n07749192_811.jpg inflating: apple2orange/testB/n07749192_3000.jpg inflating: apple2orange/testB/n07749192_2251.jpg inflating: apple2orange/testB/n07749192_2450.jpg inflating: apple2orange/testB/n07749192_10790.jpg inflating: apple2orange/testB/n07749192_5331.jpg inflating: apple2orange/testB/n07749192_3691.jpg inflating: apple2orange/testB/n07749192_3241.jpg inflating: apple2orange/testB/n07749192_5191.jpg inflating: apple2orange/testB/n07749192_7410.jpg inflating: apple2orange/testB/n07749192_3030.jpg inflating: apple2orange/testB/n07749192_6070.jpg inflating: apple2orange/testB/n07749192_6950.jpg inflating: apple2orange/testB/n07749192_7941.jpg inflating: apple2orange/testB/n07749192_2931.jpg inflating: apple2orange/testB/n07749192_8071.jpg inflating: apple2orange/testB/n07749192_4391.jpg inflating: apple2orange/testB/n07749192_8680.jpg inflating: apple2orange/testB/n07749192_3890.jpg inflating: apple2orange/testB/n07749192_4441.jpg inflating: apple2orange/testB/n07749192_7900.jpg inflating: apple2orange/testB/n07749192_4450.jpg inflating: apple2orange/testB/n07749192_7870.jpg inflating: apple2orange/testB/n07749192_6000.jpg inflating: apple2orange/testB/n07749192_4471.jpg inflating: apple2orange/testB/n07749192_8650.jpg inflating: apple2orange/testB/n07749192_8611.jpg inflating: apple2orange/testB/n07749192_250.jpg inflating: apple2orange/testB/n07749192_8631.jpg inflating: apple2orange/testB/n07749192_4560.jpg inflating: apple2orange/testB/n07749192_3970.jpg inflating: apple2orange/testB/n07749192_8310.jpg inflating: apple2orange/testB/n07749192_12701.jpg inflating: apple2orange/testB/n07749192_6740.jpg inflating: apple2orange/testB/n07749192_4850.jpg inflating: apple2orange/testB/n07749192_5160.jpg inflating: apple2orange/testB/n07749192_3080.jpg inflating: apple2orange/testB/n07749192_4460.jpg inflating: apple2orange/testB/n07749192_6091.jpg inflating: apple2orange/testB/n07749192_4580.jpg inflating: apple2orange/testB/n07749192_6820.jpg inflating: apple2orange/testB/n07749192_3510.jpg inflating: apple2orange/testB/n07749192_7541.jpg inflating: apple2orange/testB/n07749192_1011.jpg inflating: apple2orange/testB/n07749192_7841.jpg inflating: apple2orange/testB/n07749192_3230.jpg inflating: apple2orange/testB/n07749192_1081.jpg inflating: apple2orange/testB/n07749192_4801.jpg inflating: apple2orange/testB/n07749192_781.jpg inflating: apple2orange/testB/n07749192_10691.jpg inflating: apple2orange/testB/n07749192_11931.jpg inflating: apple2orange/testB/n07749192_12571.jpg inflating: apple2orange/testB/n07749192_12360.jpg inflating: apple2orange/testB/n07749192_710.jpg inflating: apple2orange/testB/n07749192_5230.jpg inflating: apple2orange/testB/n07749192_5980.jpg inflating: apple2orange/testB/n07749192_1421.jpg inflating: apple2orange/testB/n07749192_4241.jpg inflating: apple2orange/testB/n07749192_5651.jpg inflating: apple2orange/testB/n07749192_4951.jpg inflating: apple2orange/testB/n07749192_1010.jpg inflating: apple2orange/testB/n07749192_470.jpg inflating: apple2orange/testB/n07749192_5411.jpg inflating: apple2orange/testB/n07749192_1210.jpg inflating: apple2orange/testB/n07749192_6670.jpg inflating: apple2orange/testB/n07749192_9770.jpg inflating: apple2orange/testB/n07749192_3371.jpg inflating: apple2orange/testB/n07749192_8900.jpg inflating: apple2orange/testB/n07749192_2611.jpg inflating: apple2orange/testB/n07749192_7880.jpg inflating: apple2orange/testB/n07749192_3530.jpg inflating: apple2orange/testB/n07749192_5881.jpg inflating: apple2orange/testB/n07749192_441.jpg inflating: apple2orange/testB/n07749192_841.jpg inflating: apple2orange/testB/n07749192_4380.jpg inflating: apple2orange/testB/n07749192_891.jpg inflating: apple2orange/testB/n07749192_2390.jpg inflating: apple2orange/testB/n07749192_12050.jpg inflating: apple2orange/testB/n07749192_5951.jpg inflating: apple2orange/testB/n07749192_1390.jpg inflating: apple2orange/testB/n07749192_2260.jpg inflating: apple2orange/testB/n07749192_460.jpg inflating: apple2orange/testB/n07749192_20.jpg inflating: apple2orange/testB/n07749192_7601.jpg inflating: apple2orange/testB/n07749192_1090.jpg inflating: apple2orange/testB/n07749192_9361.jpg inflating: apple2orange/testB/n07749192_4301.jpg inflating: apple2orange/testB/n07749192_1590.jpg inflating: apple2orange/testB/n07749192_4141.jpg inflating: apple2orange/testB/n07749192_12530.jpg inflating: apple2orange/testB/n07749192_3721.jpg inflating: apple2orange/testB/n07749192_3261.jpg inflating: apple2orange/testB/n07749192_3560.jpg inflating: apple2orange/testB/n07749192_540.jpg inflating: apple2orange/testB/n07749192_8100.jpg inflating: apple2orange/testB/n07749192_3710.jpg inflating: apple2orange/testB/n07749192_1910.jpg inflating: apple2orange/testB/n07749192_10951.jpg inflating: apple2orange/testB/n07749192_12610.jpg inflating: apple2orange/testB/n07749192_3381.jpg inflating: apple2orange/testB/n07749192_11991.jpg inflating: apple2orange/testB/n07749192_12460.jpg inflating: apple2orange/testB/n07749192_8661.jpg inflating: apple2orange/testB/n07749192_12661.jpg inflating: apple2orange/testB/n07749192_2360.jpg inflating: apple2orange/testB/n07749192_6781.jpg inflating: apple2orange/testB/n07749192_12261.jpg inflating: apple2orange/testB/n07749192_970.jpg inflating: apple2orange/testB/n07749192_5241.jpg inflating: apple2orange/testB/n07749192_12721.jpg inflating: apple2orange/testB/n07749192_6611.jpg inflating: apple2orange/testB/n07749192_1680.jpg inflating: apple2orange/testB/n07749192_6821.jpg inflating: apple2orange/testB/n07749192_701.jpg inflating: apple2orange/testB/n07749192_4901.jpg inflating: apple2orange/testB/n07749192_5031.jpg inflating: apple2orange/testB/n07749192_3121.jpg inflating: apple2orange/testB/n07749192_4220.jpg inflating: apple2orange/testB/n07749192_11500.jpg inflating: apple2orange/testB/n07749192_770.jpg inflating: apple2orange/testB/n07749192_12020.jpg inflating: apple2orange/testB/n07749192_5781.jpg inflating: apple2orange/testB/n07749192_721.jpg inflating: apple2orange/testB/n07749192_9080.jpg inflating: apple2orange/testB/n07749192_11100.jpg inflating: apple2orange/testB/n07749192_7231.jpg inflating: apple2orange/testB/n07749192_7651.jpg inflating: apple2orange/testB/n07749192_7610.jpg inflating: apple2orange/testB/n07749192_7690.jpg inflating: apple2orange/testB/n07749192_4421.jpg inflating: apple2orange/testB/n07749192_1261.jpg inflating: apple2orange/testB/n07749192_7720.jpg inflating: apple2orange/testB/n07749192_400.jpg inflating: apple2orange/testB/n07749192_880.jpg inflating: apple2orange/testB/n07749192_6700.jpg inflating: apple2orange/testB/n07749192_3961.jpg inflating: apple2orange/testB/n07749192_11610.jpg inflating: apple2orange/testB/n07749192_2570.jpg inflating: apple2orange/testB/n07749192_3590.jpg inflating: apple2orange/testB/n07749192_3180.jpg inflating: apple2orange/testB/n07749192_681.jpg inflating: apple2orange/testB/n07749192_1520.jpg inflating: apple2orange/testB/n07749192_1491.jpg inflating: apple2orange/testB/n07749192_3320.jpg inflating: apple2orange/testB/n07749192_3341.jpg inflating: apple2orange/testB/n07749192_1380.jpg inflating: apple2orange/testB/n07749192_4931.jpg inflating: apple2orange/testB/n07749192_51.jpg inflating: apple2orange/testB/n07749192_2731.jpg inflating: apple2orange/testB/n07749192_10081.jpg inflating: apple2orange/testB/n07749192_4411.jpg inflating: apple2orange/testB/n07749192_1830.jpg inflating: apple2orange/testB/n07749192_11901.jpg inflating: apple2orange/testB/n07749192_8320.jpg inflating: apple2orange/testB/n07749192_4590.jpg inflating: apple2orange/testB/n07749192_840.jpg inflating: apple2orange/testB/n07749192_2291.jpg inflating: apple2orange/testB/n07749192_7971.jpg inflating: apple2orange/testB/n07749192_1251.jpg inflating: apple2orange/testB/n07749192_5341.jpg inflating: apple2orange/testB/n07749192_7071.jpg inflating: apple2orange/testB/n07749192_7891.jpg inflating: apple2orange/testB/n07749192_7151.jpg inflating: apple2orange/testB/n07749192_7041.jpg inflating: apple2orange/testB/n07749192_4130.jpg inflating: apple2orange/testB/n07749192_3900.jpg inflating: apple2orange/testB/n07749192_9420.jpg inflating: apple2orange/testB/n07749192_8750.jpg inflating: apple2orange/testB/n07749192_1631.jpg inflating: apple2orange/testB/n07749192_4281.jpg inflating: apple2orange/testB/n07749192_3981.jpg inflating: apple2orange/testB/n07749192_4440.jpg inflating: apple2orange/testB/n07749192_4250.jpg inflating: apple2orange/testB/n07749192_8040.jpg inflating: apple2orange/testB/n07749192_3130.jpg inflating: apple2orange/testB/n07749192_6741.jpg inflating: apple2orange/testB/n07749192_1231.jpg inflating: apple2orange/testB/n07749192_1470.jpg inflating: apple2orange/testB/n07749192_4031.jpg inflating: apple2orange/testB/n07749192_700.jpg inflating: apple2orange/testB/n07749192_3790.jpg inflating: apple2orange/testB/n07749192_1610.jpg inflating: apple2orange/testB/n07749192_6811.jpg inflating: apple2orange/testB/n07749192_5641.jpg inflating: apple2orange/testB/n07749192_2610.jpg inflating: apple2orange/testB/n07749192_881.jpg inflating: apple2orange/testB/n07749192_11391.jpg inflating: apple2orange/testB/n07749192_61.jpg inflating: apple2orange/testB/n07749192_4871.jpg inflating: apple2orange/testB/n07749192_5231.jpg inflating: apple2orange/testB/n07749192_2331.jpg inflating: apple2orange/testB/n07749192_5541.jpg inflating: apple2orange/testB/n07749192_4020.jpg inflating: apple2orange/testB/n07749192_3960.jpg inflating: apple2orange/testB/n07749192_691.jpg inflating: apple2orange/testB/n07749192_4320.jpg inflating: apple2orange/testB/n07749192_1211.jpg inflating: apple2orange/testB/n07749192_6241.jpg inflating: apple2orange/testB/n07749192_940.jpg inflating: apple2orange/testB/n07749192_791.jpg inflating: apple2orange/testB/n07749192_12561.jpg inflating: apple2orange/testB/n07749192_10760.jpg inflating: apple2orange/testB/n07749192_6081.jpg inflating: apple2orange/testB/n07749192_8341.jpg inflating: apple2orange/testB/n07749192_651.jpg inflating: apple2orange/testB/n07749192_4550.jpg inflating: apple2orange/testB/n07749192_930.jpg inflating: apple2orange/testB/n07749192_1811.jpg inflating: apple2orange/testB/n07749192_7751.jpg inflating: apple2orange/testB/n07749192_8211.jpg inflating: apple2orange/testB/n07749192_5101.jpg inflating: apple2orange/testB/n07749192_4681.jpg inflating: apple2orange/testB/n07749192_1091.jpg inflating: apple2orange/testB/n07749192_490.jpg inflating: apple2orange/testB/n07749192_1571.jpg inflating: apple2orange/testB/n07749192_4651.jpg inflating: apple2orange/testB/n07749192_6710.jpg inflating: apple2orange/testB/n07749192_7931.jpg inflating: apple2orange/testB/n07749192_9311.jpg inflating: apple2orange/testB/n07749192_9841.jpg inflating: apple2orange/testB/n07749192_4751.jpg inflating: apple2orange/testB/n07749192_5771.jpg inflating: apple2orange/testB/n07749192_3651.jpg inflating: apple2orange/testB/n07749192_6450.jpg inflating: apple2orange/testB/n07749192_401.jpg inflating: apple2orange/testB/n07749192_381.jpg inflating: apple2orange/testB/n07749192_690.jpg inflating: apple2orange/testB/n07749192_12811.jpg inflating: apple2orange/testB/n07749192_7861.jpg inflating: apple2orange/testB/n07749192_8231.jpg inflating: apple2orange/testB/n07749192_8660.jpg inflating: apple2orange/testB/n07749192_5910.jpg inflating: apple2orange/testB/n07749192_5021.jpg inflating: apple2orange/testB/n07749192_4191.jpg inflating: apple2orange/testB/n07749192_7011.jpg inflating: apple2orange/testB/n07749192_4800.jpg inflating: apple2orange/testB/n07749192_1161.jpg inflating: apple2orange/testB/n07749192_4431.jpg inflating: apple2orange/testB/n07749192_3190.jpg inflating: apple2orange/testB/n07749192_620.jpg inflating: apple2orange/testB/n07749192_12651.jpg inflating: apple2orange/testB/n07749192_3220.jpg inflating: apple2orange/testB/n07749192_8351.jpg inflating: apple2orange/testB/n07749192_4061.jpg inflating: apple2orange/testB/n07749192_12451.jpg inflating: apple2orange/testB/n07749192_3251.jpg inflating: apple2orange/testB/n07749192_3191.jpg inflating: apple2orange/testB/n07749192_4420.jpg creating: apple2orange/trainB/ inflating: apple2orange/trainB/n07749192_483.jpg inflating: apple2orange/trainB/n07749192_5585.jpg inflating: apple2orange/trainB/n07749192_7445.jpg inflating: apple2orange/trainB/n07749192_807.jpg inflating: apple2orange/trainB/n07749192_756.jpg inflating: apple2orange/trainB/n07749192_7404.jpg inflating: apple2orange/trainB/n07749192_2715.jpg inflating: apple2orange/trainB/n07749192_8235.jpg inflating: apple2orange/trainB/n07749192_3685.jpg inflating: apple2orange/trainB/n07749192_6144.jpg inflating: apple2orange/trainB/n07749192_3805.jpg inflating: apple2orange/trainB/n07749192_2565.jpg inflating: apple2orange/trainB/n07749192_5407.jpg inflating: apple2orange/trainB/n07749192_8277.jpg inflating: apple2orange/trainB/n07749192_7154.jpg inflating: apple2orange/trainB/n07749192_6382.jpg inflating: apple2orange/trainB/n07749192_2209.jpg inflating: apple2orange/trainB/n07749192_479.jpg inflating: apple2orange/trainB/n07749192_3813.jpg inflating: apple2orange/trainB/n07749192_4144.jpg inflating: apple2orange/trainB/n07749192_1905.jpg inflating: apple2orange/trainB/n07749192_10649.jpg inflating: apple2orange/trainB/n07749192_1818.jpg inflating: apple2orange/trainB/n07749192_8038.jpg inflating: apple2orange/trainB/n07749192_97.jpg inflating: apple2orange/trainB/n07749192_4566.jpg inflating: apple2orange/trainB/n07749192_12707.jpg inflating: apple2orange/trainB/n07749192_10687.jpg inflating: apple2orange/trainB/n07749192_1683.jpg inflating: apple2orange/trainB/n07749192_1087.jpg inflating: apple2orange/trainB/n07749192_636.jpg inflating: apple2orange/trainB/n07749192_848.jpg inflating: apple2orange/trainB/n07749192_806.jpg inflating: apple2orange/trainB/n07749192_9764.jpg inflating: apple2orange/trainB/n07749192_1137.jpg inflating: apple2orange/trainB/n07749192_5125.jpg inflating: apple2orange/trainB/n07749192_2229.jpg inflating: apple2orange/trainB/n07749192_786.jpg inflating: apple2orange/trainB/n07749192_6894.jpg inflating: apple2orange/trainB/n07749192_7789.jpg inflating: apple2orange/trainB/n07749192_10355.jpg inflating: apple2orange/trainB/n07749192_4175.jpg inflating: apple2orange/trainB/n07749192_4393.jpg inflating: apple2orange/trainB/n07749192_3355.jpg inflating: apple2orange/trainB/n07749192_7056.jpg inflating: apple2orange/trainB/n07749192_3115.jpg inflating: apple2orange/trainB/n07749192_7924.jpg inflating: apple2orange/trainB/n07749192_7748.jpg inflating: apple2orange/trainB/n07749192_2813.jpg inflating: apple2orange/trainB/n07749192_6049.jpg inflating: apple2orange/trainB/n07749192_6377.jpg inflating: apple2orange/trainB/n07749192_3143.jpg inflating: apple2orange/trainB/n07749192_1475.jpg inflating: apple2orange/trainB/n07749192_1258.jpg inflating: apple2orange/trainB/n07749192_7322.jpg inflating: apple2orange/trainB/n07749192_6448.jpg inflating: apple2orange/trainB/n07749192_5192.jpg inflating: apple2orange/trainB/n07749192_6343.jpg inflating: apple2orange/trainB/n07749192_2319.jpg inflating: apple2orange/trainB/n07749192_9883.jpg inflating: apple2orange/trainB/n07749192_6657.jpg inflating: apple2orange/trainB/n07749192_7645.jpg inflating: apple2orange/trainB/n07749192_2204.jpg inflating: apple2orange/trainB/n07749192_374.jpg inflating: apple2orange/trainB/n07749192_11412.jpg inflating: apple2orange/trainB/n07749192_12632.jpg inflating: apple2orange/trainB/n07749192_5485.jpg inflating: apple2orange/trainB/n07749192_4525.jpg inflating: apple2orange/trainB/n07749192_167.jpg inflating: apple2orange/trainB/n07749192_10674.jpg inflating: apple2orange/trainB/n07749192_1265.jpg inflating: apple2orange/trainB/n07749192_4547.jpg inflating: apple2orange/trainB/n07749192_3608.jpg inflating: apple2orange/trainB/n07749192_11862.jpg inflating: apple2orange/trainB/n07749192_6854.jpg inflating: apple2orange/trainB/n07749192_12715.jpg inflating: apple2orange/trainB/n07749192_3438.jpg inflating: apple2orange/trainB/n07749192_1524.jpg inflating: apple2orange/trainB/n07749192_399.jpg inflating: apple2orange/trainB/n07749192_2214.jpg inflating: apple2orange/trainB/n07749192_5218.jpg inflating: apple2orange/trainB/n07749192_1446.jpg inflating: apple2orange/trainB/n07749192_3755.jpg inflating: apple2orange/trainB/n07749192_6464.jpg inflating: apple2orange/trainB/n07749192_3038.jpg inflating: apple2orange/trainB/n07749192_5005.jpg inflating: apple2orange/trainB/n07749192_6232.jpg inflating: apple2orange/trainB/n07749192_6816.jpg inflating: apple2orange/trainB/n07749192_8213.jpg inflating: apple2orange/trainB/n07749192_378.jpg inflating: apple2orange/trainB/n07749192_2244.jpg inflating: apple2orange/trainB/n07749192_11865.jpg inflating: apple2orange/trainB/n07749192_393.jpg inflating: apple2orange/trainB/n07749192_4937.jpg inflating: apple2orange/trainB/n07749192_945.jpg inflating: apple2orange/trainB/n07749192_9277.jpg inflating: apple2orange/trainB/n07749192_2742.jpg inflating: apple2orange/trainB/n07749192_729.jpg inflating: apple2orange/trainB/n07749192_2503.jpg inflating: apple2orange/trainB/n07749192_6643.jpg inflating: apple2orange/trainB/n07749192_6202.jpg inflating: apple2orange/trainB/n07749192_9713.jpg inflating: apple2orange/trainB/n07749192_7653.jpg inflating: apple2orange/trainB/n07749192_11235.jpg inflating: apple2orange/trainB/n07749192_7078.jpg inflating: apple2orange/trainB/n07749192_7145.jpg inflating: apple2orange/trainB/n07749192_2235.jpg inflating: apple2orange/trainB/n07749192_1452.jpg inflating: apple2orange/trainB/n07749192_7567.jpg inflating: apple2orange/trainB/n07749192_2508.jpg inflating: apple2orange/trainB/n07749192_2893.jpg inflating: apple2orange/trainB/n07749192_5232.jpg inflating: apple2orange/trainB/n07749192_35.jpg inflating: apple2orange/trainB/n07749192_176.jpg inflating: apple2orange/trainB/n07749192_5092.jpg inflating: apple2orange/trainB/n07749192_1506.jpg inflating: apple2orange/trainB/n07749192_1287.jpg inflating: apple2orange/trainB/n07749192_402.jpg inflating: apple2orange/trainB/n07749192_4888.jpg inflating: apple2orange/trainB/n07749192_5139.jpg inflating: apple2orange/trainB/n07749192_11579.jpg inflating: apple2orange/trainB/n07749192_11402.jpg inflating: apple2orange/trainB/n07749192_10974.jpg inflating: apple2orange/trainB/n07749192_3626.jpg inflating: apple2orange/trainB/n07749192_1978.jpg inflating: apple2orange/trainB/n07749192_5087.jpg inflating: apple2orange/trainB/n07749192_9746.jpg inflating: apple2orange/trainB/n07749192_6512.jpg inflating: apple2orange/trainB/n07749192_9567.jpg inflating: apple2orange/trainB/n07749192_3314.jpg inflating: apple2orange/trainB/n07749192_3208.jpg inflating: apple2orange/trainB/n07749192_1758.jpg inflating: apple2orange/trainB/n07749192_2582.jpg inflating: apple2orange/trainB/n07749192_4353.jpg inflating: apple2orange/trainB/n07749192_10834.jpg inflating: apple2orange/trainB/n07749192_8129.jpg inflating: apple2orange/trainB/n07749192_1328.jpg inflating: apple2orange/trainB/n07749192_11688.jpg inflating: apple2orange/trainB/n07749192_1795.jpg inflating: apple2orange/trainB/n07749192_3118.jpg inflating: apple2orange/trainB/n07749192_1194.jpg inflating: apple2orange/trainB/n07749192_1898.jpg inflating: apple2orange/trainB/n07749192_2356.jpg inflating: apple2orange/trainB/n07749192_599.jpg inflating: apple2orange/trainB/n07749192_5063.jpg inflating: apple2orange/trainB/n07749192_1547.jpg inflating: apple2orange/trainB/n07749192_4408.jpg inflating: apple2orange/trainB/n07749192_1112.jpg inflating: apple2orange/trainB/n07749192_1337.jpg inflating: apple2orange/trainB/n07749192_1285.jpg inflating: apple2orange/trainB/n07749192_5845.jpg inflating: apple2orange/trainB/n07749192_3822.jpg inflating: apple2orange/trainB/n07749192_11175.jpg inflating: apple2orange/trainB/n07749192_5119.jpg inflating: apple2orange/trainB/n07749192_11068.jpg inflating: apple2orange/trainB/n07749192_3453.jpg inflating: apple2orange/trainB/n07749192_4156.jpg inflating: apple2orange/trainB/n07749192_4899.jpg inflating: apple2orange/trainB/n07749192_3933.jpg inflating: apple2orange/trainB/n07749192_4648.jpg inflating: apple2orange/trainB/n07749192_1494.jpg inflating: apple2orange/trainB/n07749192_11942.jpg inflating: apple2orange/trainB/n07749192_10224.jpg inflating: apple2orange/trainB/n07749192_1312.jpg inflating: apple2orange/trainB/n07749192_7918.jpg inflating: apple2orange/trainB/n07749192_4474.jpg inflating: apple2orange/trainB/n07749192_6909.jpg inflating: apple2orange/trainB/n07749192_2017.jpg inflating: apple2orange/trainB/n07749192_789.jpg inflating: apple2orange/trainB/n07749192_1149.jpg inflating: apple2orange/trainB/n07749192_3076.jpg inflating: apple2orange/trainB/n07749192_12069.jpg inflating: apple2orange/trainB/n07749192_3956.jpg inflating: apple2orange/trainB/n07749192_3823.jpg inflating: apple2orange/trainB/n07749192_12445.jpg inflating: apple2orange/trainB/n07749192_4305.jpg inflating: apple2orange/trainB/n07749192_559.jpg inflating: apple2orange/trainB/n07749192_3516.jpg inflating: apple2orange/trainB/n07749192_7992.jpg inflating: apple2orange/trainB/n07749192_12939.jpg inflating: apple2orange/trainB/n07749192_10255.jpg inflating: apple2orange/trainB/n07749192_765.jpg inflating: apple2orange/trainB/n07749192_1577.jpg inflating: apple2orange/trainB/n07749192_4442.jpg inflating: apple2orange/trainB/n07749192_2273.jpg inflating: apple2orange/trainB/n07749192_3479.jpg inflating: apple2orange/trainB/n07749192_6707.jpg inflating: apple2orange/trainB/n07749192_12586.jpg inflating: apple2orange/trainB/n07749192_8909.jpg inflating: apple2orange/trainB/n07749192_49.jpg inflating: apple2orange/trainB/n07749192_9423.jpg inflating: apple2orange/trainB/n07749192_4862.jpg inflating: apple2orange/trainB/n07749192_143.jpg inflating: apple2orange/trainB/n07749192_8105.jpg inflating: apple2orange/trainB/n07749192_4522.jpg inflating: apple2orange/trainB/n07749192_744.jpg inflating: apple2orange/trainB/n07749192_4357.jpg inflating: apple2orange/trainB/n07749192_2863.jpg inflating: apple2orange/trainB/n07749192_1688.jpg inflating: apple2orange/trainB/n07749192_525.jpg inflating: apple2orange/trainB/n07749192_4479.jpg inflating: apple2orange/trainB/n07749192_9349.jpg inflating: apple2orange/trainB/n07749192_3738.jpg inflating: apple2orange/trainB/n07749192_1116.jpg inflating: apple2orange/trainB/n07749192_7658.jpg inflating: apple2orange/trainB/n07749192_4448.jpg inflating: apple2orange/trainB/n07749192_278.jpg inflating: apple2orange/trainB/n07749192_6979.jpg inflating: apple2orange/trainB/n07749192_3558.jpg inflating: apple2orange/trainB/n07749192_5379.jpg inflating: apple2orange/trainB/n07749192_4454.jpg inflating: apple2orange/trainB/n07749192_7595.jpg inflating: apple2orange/trainB/n07749192_639.jpg inflating: apple2orange/trainB/n07749192_839.jpg inflating: apple2orange/trainB/n07749192_3023.jpg inflating: apple2orange/trainB/n07749192_4639.jpg inflating: apple2orange/trainB/n07749192_11488.jpg inflating: apple2orange/trainB/n07749192_4376.jpg inflating: apple2orange/trainB/n07749192_418.jpg inflating: apple2orange/trainB/n07749192_6796.jpg inflating: apple2orange/trainB/n07749192_1009.jpg inflating: apple2orange/trainB/n07749192_8075.jpg inflating: apple2orange/trainB/n07749192_11803.jpg inflating: apple2orange/trainB/n07749192_3357.jpg inflating: apple2orange/trainB/n07749192_4077.jpg inflating: apple2orange/trainB/n07749192_735.jpg inflating: apple2orange/trainB/n07749192_4808.jpg inflating: apple2orange/trainB/n07749192_10896.jpg inflating: apple2orange/trainB/n07749192_2516.jpg inflating: apple2orange/trainB/n07749192_6533.jpg inflating: apple2orange/trainB/n07749192_939.jpg inflating: apple2orange/trainB/n07749192_1652.jpg inflating: apple2orange/trainB/n07749192_4883.jpg inflating: apple2orange/trainB/n07749192_12626.jpg inflating: apple2orange/trainB/n07749192_6364.jpg inflating: apple2orange/trainB/n07749192_2609.jpg inflating: apple2orange/trainB/n07749192_733.jpg inflating: apple2orange/trainB/n07749192_8234.jpg inflating: apple2orange/trainB/n07749192_9548.jpg inflating: apple2orange/trainB/n07749192_7983.jpg inflating: apple2orange/trainB/n07749192_10495.jpg inflating: apple2orange/trainB/n07749192_4283.jpg inflating: apple2orange/trainB/n07749192_9274.jpg inflating: apple2orange/trainB/n07749192_8187.jpg inflating: apple2orange/trainB/n07749192_12895.jpg inflating: apple2orange/trainB/n07749192_4934.jpg inflating: apple2orange/trainB/n07749192_3845.jpg inflating: apple2orange/trainB/n07749192_862.jpg inflating: apple2orange/trainB/n07749192_6454.jpg inflating: apple2orange/trainB/n07749192_3788.jpg inflating: apple2orange/trainB/n07749192_3436.jpg inflating: apple2orange/trainB/n07749192_3055.jpg inflating: apple2orange/trainB/n07749192_2958.jpg inflating: apple2orange/trainB/n07749192_1052.jpg inflating: apple2orange/trainB/n07749192_2576.jpg inflating: apple2orange/trainB/n07749192_5036.jpg inflating: apple2orange/trainB/n07749192_6879.jpg inflating: apple2orange/trainB/n07749192_6449.jpg inflating: apple2orange/trainB/n07749192_1512.jpg inflating: apple2orange/trainB/n07749192_3697.jpg inflating: apple2orange/trainB/n07749192_2887.jpg inflating: apple2orange/trainB/n07749192_7507.jpg inflating: apple2orange/trainB/n07749192_6706.jpg inflating: apple2orange/trainB/n07749192_4457.jpg inflating: apple2orange/trainB/n07749192_1263.jpg inflating: apple2orange/trainB/n07749192_4149.jpg inflating: apple2orange/trainB/n07749192_753.jpg inflating: apple2orange/trainB/n07749192_2962.jpg inflating: apple2orange/trainB/n07749192_2509.jpg inflating: apple2orange/trainB/n07749192_484.jpg inflating: apple2orange/trainB/n07749192_2092.jpg inflating: apple2orange/trainB/n07749192_856.jpg inflating: apple2orange/trainB/n07749192_7685.jpg inflating: apple2orange/trainB/n07749192_2306.jpg inflating: apple2orange/trainB/n07749192_3243.jpg inflating: apple2orange/trainB/n07749192_8326.jpg inflating: apple2orange/trainB/n07749192_6813.jpg inflating: apple2orange/trainB/n07749192_4253.jpg inflating: apple2orange/trainB/n07749192_4296.jpg inflating: apple2orange/trainB/n07749192_1994.jpg inflating: apple2orange/trainB/n07749192_4955.jpg inflating: apple2orange/trainB/n07749192_4013.jpg inflating: apple2orange/trainB/n07749192_7058.jpg inflating: apple2orange/trainB/n07749192_5838.jpg inflating: apple2orange/trainB/n07749192_3202.jpg inflating: apple2orange/trainB/n07749192_11517.jpg inflating: apple2orange/trainB/n07749192_955.jpg inflating: apple2orange/trainB/n07749192_887.jpg inflating: apple2orange/trainB/n07749192_7443.jpg inflating: apple2orange/trainB/n07749192_4462.jpg inflating: apple2orange/trainB/n07749192_1505.jpg inflating: apple2orange/trainB/n07749192_434.jpg inflating: apple2orange/trainB/n07749192_10845.jpg inflating: apple2orange/trainB/n07749192_676.jpg inflating: apple2orange/trainB/n07749192_4972.jpg inflating: apple2orange/trainB/n07749192_6662.jpg inflating: apple2orange/trainB/n07749192_3306.jpg inflating: apple2orange/trainB/n07749192_7583.jpg inflating: apple2orange/trainB/n07749192_347.jpg inflating: apple2orange/trainB/n07749192_7695.jpg inflating: apple2orange/trainB/n07749192_1558.jpg inflating: apple2orange/trainB/n07749192_4588.jpg inflating: apple2orange/trainB/n07749192_1729.jpg inflating: apple2orange/trainB/n07749192_2899.jpg inflating: apple2orange/trainB/n07749192_4568.jpg inflating: apple2orange/trainB/n07749192_7724.jpg inflating: apple2orange/trainB/n07749192_4478.jpg inflating: apple2orange/trainB/n07749192_7772.jpg inflating: apple2orange/trainB/n07749192_3873.jpg inflating: apple2orange/trainB/n07749192_6525.jpg inflating: apple2orange/trainB/n07749192_7829.jpg inflating: apple2orange/trainB/n07749192_78.jpg inflating: apple2orange/trainB/n07749192_2167.jpg inflating: apple2orange/trainB/n07749192_1844.jpg inflating: apple2orange/trainB/n07749192_6126.jpg inflating: apple2orange/trainB/n07749192_1478.jpg inflating: apple2orange/trainB/n07749192_1276.jpg inflating: apple2orange/trainB/n07749192_4314.jpg inflating: apple2orange/trainB/n07749192_1917.jpg inflating: apple2orange/trainB/n07749192_4719.jpg inflating: apple2orange/trainB/n07749192_116.jpg inflating: apple2orange/trainB/n07749192_1344.jpg inflating: apple2orange/trainB/n07749192_3746.jpg inflating: apple2orange/trainB/n07749192_4917.jpg inflating: apple2orange/trainB/n07749192_3965.jpg inflating: apple2orange/trainB/n07749192_1909.jpg inflating: apple2orange/trainB/n07749192_628.jpg inflating: apple2orange/trainB/n07749192_2434.jpg inflating: apple2orange/trainB/n07749192_1789.jpg inflating: apple2orange/trainB/n07749192_6518.jpg inflating: apple2orange/trainB/n07749192_1357.jpg inflating: apple2orange/trainB/n07749192_3949.jpg inflating: apple2orange/trainB/n07749192_5774.jpg inflating: apple2orange/trainB/n07749192_5045.jpg inflating: apple2orange/trainB/n07749192_7367.jpg inflating: apple2orange/trainB/n07749192_39.jpg inflating: apple2orange/trainB/n07749192_819.jpg inflating: apple2orange/trainB/n07749192_8243.jpg inflating: apple2orange/trainB/n07749192_12839.jpg inflating: apple2orange/trainB/n07749192_4835.jpg inflating: apple2orange/trainB/n07749192_1127.jpg inflating: apple2orange/trainB/n07749192_2759.jpg inflating: apple2orange/trainB/n07749192_4079.jpg inflating: apple2orange/trainB/n07749192_7872.jpg inflating: apple2orange/trainB/n07749192_1129.jpg inflating: apple2orange/trainB/n07749192_1113.jpg inflating: apple2orange/trainB/n07749192_929.jpg inflating: apple2orange/trainB/n07749192_379.jpg inflating: apple2orange/trainB/n07749192_4873.jpg inflating: apple2orange/trainB/n07749192_629.jpg inflating: apple2orange/trainB/n07749192_12457.jpg inflating: apple2orange/trainB/n07749192_3218.jpg inflating: apple2orange/trainB/n07749192_4906.jpg inflating: apple2orange/trainB/n07749192_4123.jpg inflating: apple2orange/trainB/n07749192_2948.jpg inflating: apple2orange/trainB/n07749192_5398.jpg inflating: apple2orange/trainB/n07749192_3373.jpg inflating: apple2orange/trainB/n07749192_2014.jpg inflating: apple2orange/trainB/n07749192_4213.jpg inflating: apple2orange/trainB/n07749192_1178.jpg inflating: apple2orange/trainB/n07749192_7053.jpg inflating: apple2orange/trainB/n07749192_5512.jpg inflating: apple2orange/trainB/n07749192_11293.jpg inflating: apple2orange/trainB/n07749192_992.jpg inflating: apple2orange/trainB/n07749192_784.jpg inflating: apple2orange/trainB/n07749192_1706.jpg inflating: apple2orange/trainB/n07749192_6893.jpg inflating: apple2orange/trainB/n07749192_9169.jpg inflating: apple2orange/trainB/n07749192_4913.jpg inflating: apple2orange/trainB/n07749192_1198.jpg inflating: apple2orange/trainB/n07749192_2847.jpg inflating: apple2orange/trainB/n07749192_7668.jpg inflating: apple2orange/trainB/n07749192_1549.jpg inflating: apple2orange/trainB/n07749192_8669.jpg inflating: apple2orange/trainB/n07749192_452.jpg inflating: apple2orange/trainB/n07749192_489.jpg inflating: apple2orange/trainB/n07749192_1399.jpg inflating: apple2orange/trainB/n07749192_5178.jpg inflating: apple2orange/trainB/n07749192_11719.jpg inflating: apple2orange/trainB/n07749192_3027.jpg inflating: apple2orange/trainB/n07749192_6037.jpg inflating: apple2orange/trainB/n07749192_7585.jpg inflating: apple2orange/trainB/n07749192_693.jpg inflating: apple2orange/trainB/n07749192_12307.jpg inflating: apple2orange/trainB/n07749192_6088.jpg inflating: apple2orange/trainB/n07749192_7785.jpg inflating: apple2orange/trainB/n07749192_9816.jpg inflating: apple2orange/trainB/n07749192_5258.jpg inflating: apple2orange/trainB/n07749192_5285.jpg inflating: apple2orange/trainB/n07749192_2716.jpg inflating: apple2orange/trainB/n07749192_5044.jpg inflating: apple2orange/trainB/n07749192_12406.jpg inflating: apple2orange/trainB/n07749192_2519.jpg inflating: apple2orange/trainB/n07749192_834.jpg inflating: apple2orange/trainB/n07749192_7315.jpg inflating: apple2orange/trainB/n07749192_759.jpg inflating: apple2orange/trainB/n07749192_2664.jpg inflating: apple2orange/trainB/n07749192_5112.jpg inflating: apple2orange/trainB/n07749192_4803.jpg inflating: apple2orange/trainB/n07749192_7794.jpg inflating: apple2orange/trainB/n07749192_11205.jpg inflating: apple2orange/trainB/n07749192_11987.jpg inflating: apple2orange/trainB/n07749192_3922.jpg inflating: apple2orange/trainB/n07749192_6234.jpg inflating: apple2orange/trainB/n07749192_409.jpg inflating: apple2orange/trainB/n07749192_3878.jpg inflating: apple2orange/trainB/n07749192_406.jpg inflating: apple2orange/trainB/n07749192_874.jpg inflating: apple2orange/trainB/n07749192_3376.jpg inflating: apple2orange/trainB/n07749192_159.jpg inflating: apple2orange/trainB/n07749192_6722.jpg inflating: apple2orange/trainB/n07749192_3497.jpg inflating: apple2orange/trainB/n07749192_5146.jpg inflating: apple2orange/trainB/n07749192_4577.jpg inflating: apple2orange/trainB/n07749192_11119.jpg inflating: apple2orange/trainB/n07749192_1948.jpg inflating: apple2orange/trainB/n07749192_6542.jpg inflating: apple2orange/trainB/n07749192_10886.jpg inflating: apple2orange/trainB/n07749192_3667.jpg inflating: apple2orange/trainB/n07749192_7299.jpg inflating: apple2orange/trainB/n07749192_12163.jpg inflating: apple2orange/trainB/n07749192_10684.jpg inflating: apple2orange/trainB/n07749192_6272.jpg inflating: apple2orange/trainB/n07749192_3905.jpg inflating: apple2orange/trainB/n07749192_3085.jpg inflating: apple2orange/trainB/n07749192_1136.jpg inflating: apple2orange/trainB/n07749192_285.jpg inflating: apple2orange/trainB/n07749192_3266.jpg inflating: apple2orange/trainB/n07749192_527.jpg inflating: apple2orange/trainB/n07749192_1377.jpg inflating: apple2orange/trainB/n07749192_755.jpg inflating: apple2orange/trainB/n07749192_5173.jpg inflating: apple2orange/trainB/n07749192_11067.jpg inflating: apple2orange/trainB/n07749192_3684.jpg inflating: apple2orange/trainB/n07749192_3358.jpg inflating: apple2orange/trainB/n07749192_262.jpg inflating: apple2orange/trainB/n07749192_3104.jpg inflating: apple2orange/trainB/n07749192_1682.jpg inflating: apple2orange/trainB/n07749192_182.jpg inflating: apple2orange/trainB/n07749192_5199.jpg inflating: apple2orange/trainB/n07749192_2544.jpg inflating: apple2orange/trainB/n07749192_9419.jpg inflating: apple2orange/trainB/n07749192_584.jpg inflating: apple2orange/trainB/n07749192_2859.jpg inflating: apple2orange/trainB/n07749192_2618.jpg inflating: apple2orange/trainB/n07749192_815.jpg inflating: apple2orange/trainB/n07749192_7747.jpg inflating: apple2orange/trainB/n07749192_2539.jpg inflating: apple2orange/trainB/n07749192_2865.jpg inflating: apple2orange/trainB/n07749192_7263.jpg inflating: apple2orange/trainB/n07749192_3258.jpg inflating: apple2orange/trainB/n07749192_4064.jpg inflating: apple2orange/trainB/n07749192_803.jpg inflating: apple2orange/trainB/n07749192_3914.jpg inflating: apple2orange/trainB/n07749192_9422.jpg inflating: apple2orange/trainB/n07749192_553.jpg inflating: apple2orange/trainB/n07749192_2239.jpg inflating: apple2orange/trainB/n07749192_6747.jpg inflating: apple2orange/trainB/n07749192_3209.jpg inflating: apple2orange/trainB/n07749192_7435.jpg inflating: apple2orange/trainB/n07749192_112.jpg inflating: apple2orange/trainB/n07749192_10467.jpg inflating: apple2orange/trainB/n07749192_1415.jpg inflating: apple2orange/trainB/n07749192_2953.jpg inflating: apple2orange/trainB/n07749192_7168.jpg inflating: apple2orange/trainB/n07749192_3635.jpg inflating: apple2orange/trainB/n07749192_1313.jpg inflating: apple2orange/trainB/n07749192_1215.jpg inflating: apple2orange/trainB/n07749192_7886.jpg inflating: apple2orange/trainB/n07749192_1332.jpg inflating: apple2orange/trainB/n07749192_4029.jpg inflating: apple2orange/trainB/n07749192_6445.jpg inflating: apple2orange/trainB/n07749192_4659.jpg inflating: apple2orange/trainB/n07749192_913.jpg inflating: apple2orange/trainB/n07749192_9602.jpg inflating: apple2orange/trainB/n07749192_5085.jpg inflating: apple2orange/trainB/n07749192_1532.jpg inflating: apple2orange/trainB/n07749192_4795.jpg inflating: apple2orange/trainB/n07749192_4548.jpg inflating: apple2orange/trainB/n07749192_11768.jpg inflating: apple2orange/trainB/n07749192_8567.jpg inflating: apple2orange/trainB/n07749192_7655.jpg inflating: apple2orange/trainB/n07749192_3485.jpg inflating: apple2orange/trainB/n07749192_1132.jpg inflating: apple2orange/trainB/n07749192_5076.jpg inflating: apple2orange/trainB/n07749192_5089.jpg inflating: apple2orange/trainB/n07749192_3866.jpg inflating: apple2orange/trainB/n07749192_11384.jpg inflating: apple2orange/trainB/n07749192_4617.jpg inflating: apple2orange/trainB/n07749192_2442.jpg inflating: apple2orange/trainB/n07749192_2736.jpg inflating: apple2orange/trainB/n07749192_9812.jpg inflating: apple2orange/trainB/n07749192_3108.jpg inflating: apple2orange/trainB/n07749192_247.jpg inflating: apple2orange/trainB/n07749192_657.jpg inflating: apple2orange/trainB/n07749192_94.jpg inflating: apple2orange/trainB/n07749192_4093.jpg inflating: apple2orange/trainB/n07749192_3532.jpg inflating: apple2orange/trainB/n07749192_947.jpg inflating: apple2orange/trainB/n07749192_8023.jpg inflating: apple2orange/trainB/n07749192_5359.jpg inflating: apple2orange/trainB/n07749192_8307.jpg inflating: apple2orange/trainB/n07749192_2705.jpg inflating: apple2orange/trainB/n07749192_582.jpg inflating: apple2orange/trainB/n07749192_5274.jpg inflating: apple2orange/trainB/n07749192_7755.jpg inflating: apple2orange/trainB/n07749192_12412.jpg inflating: apple2orange/trainB/n07749192_8849.jpg inflating: apple2orange/trainB/n07749192_1719.jpg inflating: apple2orange/trainB/n07749192_8462.jpg inflating: apple2orange/trainB/n07749192_3752.jpg inflating: apple2orange/trainB/n07749192_4546.jpg inflating: apple2orange/trainB/n07749192_6536.jpg inflating: apple2orange/trainB/n07749192_3607.jpg inflating: apple2orange/trainB/n07749192_4255.jpg inflating: apple2orange/trainB/n07749192_10928.jpg inflating: apple2orange/trainB/n07749192_6185.jpg inflating: apple2orange/trainB/n07749192_6532.jpg inflating: apple2orange/trainB/n07749192_9647.jpg inflating: apple2orange/trainB/n07749192_1509.jpg inflating: apple2orange/trainB/n07749192_3662.jpg inflating: apple2orange/trainB/n07749192_2013.jpg inflating: apple2orange/trainB/n07749192_4473.jpg inflating: apple2orange/trainB/n07749192_5568.jpg inflating: apple2orange/trainB/n07749192_9889.jpg inflating: apple2orange/trainB/n07749192_4304.jpg inflating: apple2orange/trainB/n07749192_6522.jpg inflating: apple2orange/trainB/n07749192_1658.jpg inflating: apple2orange/trainB/n07749192_5723.jpg inflating: apple2orange/trainB/n07749192_5227.jpg inflating: apple2orange/trainB/n07749192_9607.jpg inflating: apple2orange/trainB/n07749192_4276.jpg inflating: apple2orange/trainB/n07749192_10574.jpg inflating: apple2orange/trainB/n07749192_4922.jpg inflating: apple2orange/trainB/n07749192_6044.jpg inflating: apple2orange/trainB/n07749192_4844.jpg inflating: apple2orange/trainB/n07749192_7094.jpg inflating: apple2orange/trainB/n07749192_2896.jpg inflating: apple2orange/trainB/n07749192_4274.jpg inflating: apple2orange/trainB/n07749192_2563.jpg inflating: apple2orange/trainB/n07749192_1073.jpg inflating: apple2orange/trainB/n07749192_4569.jpg inflating: apple2orange/trainB/n07749192_4927.jpg inflating: apple2orange/trainB/n07749192_3224.jpg inflating: apple2orange/trainB/n07749192_7303.jpg inflating: apple2orange/trainB/n07749192_4072.jpg inflating: apple2orange/trainB/n07749192_4645.jpg inflating: apple2orange/trainB/n07749192_7205.jpg inflating: apple2orange/trainB/n07749192_3698.jpg inflating: apple2orange/trainB/n07749192_5072.jpg inflating: apple2orange/trainB/n07749192_12828.jpg inflating: apple2orange/trainB/n07749192_3429.jpg inflating: apple2orange/trainB/n07749192_5899.jpg inflating: apple2orange/trainB/n07749192_6372.jpg inflating: apple2orange/trainB/n07749192_1267.jpg inflating: apple2orange/trainB/n07749192_5292.jpg inflating: apple2orange/trainB/n07749192_12206.jpg inflating: apple2orange/trainB/n07749192_3575.jpg inflating: apple2orange/trainB/n07749192_6212.jpg inflating: apple2orange/trainB/n07749192_10216.jpg inflating: apple2orange/trainB/n07749192_524.jpg inflating: apple2orange/trainB/n07749192_2913.jpg inflating: apple2orange/trainB/n07749192_3324.jpg inflating: apple2orange/trainB/n07749192_10796.jpg inflating: apple2orange/trainB/n07749192_183.jpg inflating: apple2orange/trainB/n07749192_7626.jpg inflating: apple2orange/trainB/n07749192_5008.jpg inflating: apple2orange/trainB/n07749192_3277.jpg inflating: apple2orange/trainB/n07749192_1373.jpg inflating: apple2orange/trainB/n07749192_9714.jpg inflating: apple2orange/trainB/n07749192_812.jpg inflating: apple2orange/trainB/n07749192_10513.jpg inflating: apple2orange/trainB/n07749192_5023.jpg inflating: apple2orange/trainB/n07749192_5386.jpg inflating: apple2orange/trainB/n07749192_3692.jpg inflating: apple2orange/trainB/n07749192_4832.jpg inflating: apple2orange/trainB/n07749192_2505.jpg inflating: apple2orange/trainB/n07749192_11295.jpg inflating: apple2orange/trainB/n07749192_4403.jpg inflating: apple2orange/trainB/n07749192_205.jpg inflating: apple2orange/trainB/n07749192_1695.jpg inflating: apple2orange/trainB/n07749192_367.jpg inflating: apple2orange/trainB/n07749192_4732.jpg inflating: apple2orange/trainB/n07749192_1043.jpg inflating: apple2orange/trainB/n07749192_4017.jpg inflating: apple2orange/trainB/n07749192_4654.jpg inflating: apple2orange/trainB/n07749192_7797.jpg inflating: apple2orange/trainB/n07749192_722.jpg inflating: apple2orange/trainB/n07749192_4792.jpg inflating: apple2orange/trainB/n07749192_3797.jpg inflating: apple2orange/trainB/n07749192_9445.jpg inflating: apple2orange/trainB/n07749192_302.jpg inflating: apple2orange/trainB/n07749192_683.jpg inflating: apple2orange/trainB/n07749192_3828.jpg inflating: apple2orange/trainB/n07749192_7089.jpg inflating: apple2orange/trainB/n07749192_2084.jpg inflating: apple2orange/trainB/n07749192_6243.jpg inflating: apple2orange/trainB/n07749192_5396.jpg inflating: apple2orange/trainB/n07749192_8226.jpg inflating: apple2orange/trainB/n07749192_12565.jpg inflating: apple2orange/trainB/n07749192_1469.jpg inflating: apple2orange/trainB/n07749192_1946.jpg inflating: apple2orange/trainB/n07749192_4685.jpg inflating: apple2orange/trainB/n07749192_1477.jpg inflating: apple2orange/trainB/n07749192_5196.jpg inflating: apple2orange/trainB/n07749192_1856.jpg inflating: apple2orange/trainB/n07749192_2478.jpg inflating: apple2orange/trainB/n07749192_1663.jpg inflating: apple2orange/trainB/n07749192_7989.jpg inflating: apple2orange/trainB/n07749192_10502.jpg inflating: apple2orange/trainB/n07749192_238.jpg inflating: apple2orange/trainB/n07749192_2097.jpg inflating: apple2orange/trainB/n07749192_10855.jpg inflating: apple2orange/trainB/n07749192_3716.jpg inflating: apple2orange/trainB/n07749192_1019.jpg inflating: apple2orange/trainB/n07749192_1715.jpg inflating: apple2orange/trainB/n07749192_1008.jpg inflating: apple2orange/trainB/n07749192_2419.jpg inflating: apple2orange/trainB/n07749192_5153.jpg inflating: apple2orange/trainB/n07749192_3255.jpg inflating: apple2orange/trainB/n07749192_675.jpg inflating: apple2orange/trainB/n07749192_4572.jpg inflating: apple2orange/trainB/n07749192_5126.jpg inflating: apple2orange/trainB/n07749192_785.jpg inflating: apple2orange/trainB/n07749192_6857.jpg inflating: apple2orange/trainB/n07749192_8005.jpg inflating: apple2orange/trainB/n07749192_3594.jpg inflating: apple2orange/trainB/n07749192_1375.jpg inflating: apple2orange/trainB/n07749192_8628.jpg inflating: apple2orange/trainB/n07749192_7114.jpg inflating: apple2orange/trainB/n07749192_8156.jpg inflating: apple2orange/trainB/n07749192_1059.jpg inflating: apple2orange/trainB/n07749192_3222.jpg inflating: apple2orange/trainB/n07749192_4102.jpg inflating: apple2orange/trainB/n07749192_7946.jpg inflating: apple2orange/trainB/n07749192_5363.jpg inflating: apple2orange/trainB/n07749192_573.jpg inflating: apple2orange/trainB/n07749192_1988.jpg inflating: apple2orange/trainB/n07749192_9503.jpg inflating: apple2orange/trainB/n07749192_10275.jpg inflating: apple2orange/trainB/n07749192_3894.jpg inflating: apple2orange/trainB/n07749192_638.jpg inflating: apple2orange/trainB/n07749192_7026.jpg inflating: apple2orange/trainB/n07749192_2005.jpg inflating: apple2orange/trainB/n07749192_12333.jpg inflating: apple2orange/trainB/n07749192_7525.jpg inflating: apple2orange/trainB/n07749192_7098.jpg inflating: apple2orange/trainB/n07749192_2205.jpg inflating: apple2orange/trainB/n07749192_3595.jpg inflating: apple2orange/trainB/n07749192_2967.jpg inflating: apple2orange/trainB/n07749192_4675.jpg inflating: apple2orange/trainB/n07749192_11207.jpg inflating: apple2orange/trainB/n07749192_3153.jpg inflating: apple2orange/trainB/n07749192_12714.jpg inflating: apple2orange/trainB/n07749192_4067.jpg inflating: apple2orange/trainB/n07749192_3463.jpg inflating: apple2orange/trainB/n07749192_2514.jpg inflating: apple2orange/trainB/n07749192_297.jpg inflating: apple2orange/trainB/n07749192_10303.jpg inflating: apple2orange/trainB/n07749192_3195.jpg inflating: apple2orange/trainB/n07749192_2298.jpg inflating: apple2orange/trainB/n07749192_3187.jpg inflating: apple2orange/trainB/n07749192_2054.jpg inflating: apple2orange/trainB/n07749192_1814.jpg inflating: apple2orange/trainB/n07749192_10703.jpg inflating: apple2orange/trainB/n07749192_5195.jpg inflating: apple2orange/trainB/n07749192_2033.jpg inflating: apple2orange/trainB/n07749192_5993.jpg inflating: apple2orange/trainB/n07749192_3049.jpg inflating: apple2orange/trainB/n07749192_1346.jpg inflating: apple2orange/trainB/n07749192_1763.jpg inflating: apple2orange/trainB/n07749192_1366.jpg inflating: apple2orange/trainB/n07749192_1507.jpg inflating: apple2orange/trainB/n07749192_9336.jpg inflating: apple2orange/trainB/n07749192_6427.jpg inflating: apple2orange/trainB/n07749192_3196.jpg inflating: apple2orange/trainB/n07749192_4219.jpg inflating: apple2orange/trainB/n07749192_7566.jpg inflating: apple2orange/trainB/n07749192_5664.jpg inflating: apple2orange/trainB/n07749192_6179.jpg inflating: apple2orange/trainB/n07749192_3779.jpg inflating: apple2orange/trainB/n07749192_665.jpg inflating: apple2orange/trainB/n07749192_12086.jpg inflating: apple2orange/trainB/n07749192_4819.jpg inflating: apple2orange/trainB/n07749192_4024.jpg inflating: apple2orange/trainB/n07749192_2059.jpg inflating: apple2orange/trainB/n07749192_7252.jpg inflating: apple2orange/trainB/n07749192_1872.jpg inflating: apple2orange/trainB/n07749192_13.jpg inflating: apple2orange/trainB/n07749192_3459.jpg inflating: apple2orange/trainB/n07749192_7898.jpg inflating: apple2orange/trainB/n07749192_1432.jpg inflating: apple2orange/trainB/n07749192_3064.jpg inflating: apple2orange/trainB/n07749192_6695.jpg inflating: apple2orange/trainB/n07749192_7336.jpg inflating: apple2orange/trainB/n07749192_11732.jpg inflating: apple2orange/trainB/n07749192_4739.jpg inflating: apple2orange/trainB/n07749192_209.jpg inflating: apple2orange/trainB/n07749192_695.jpg inflating: apple2orange/trainB/n07749192_332.jpg inflating: apple2orange/trainB/n07749192_9845.jpg inflating: apple2orange/trainB/n07749192_672.jpg inflating: apple2orange/trainB/n07749192_3472.jpg inflating: apple2orange/trainB/n07749192_6622.jpg inflating: apple2orange/trainB/n07749192_8203.jpg inflating: apple2orange/trainB/n07749192_12637.jpg inflating: apple2orange/trainB/n07749192_1939.jpg inflating: apple2orange/trainB/n07749192_2449.jpg inflating: apple2orange/trainB/n07749192_5313.jpg inflating: apple2orange/trainB/n07749192_4116.jpg inflating: apple2orange/trainB/n07749192_5969.jpg inflating: apple2orange/trainB/n07749192_7067.jpg inflating: apple2orange/trainB/n07749192_7278.jpg inflating: apple2orange/trainB/n07749192_2749.jpg inflating: apple2orange/trainB/n07749192_1004.jpg inflating: apple2orange/trainB/n07749192_7856.jpg inflating: apple2orange/trainB/n07749192_5317.jpg inflating: apple2orange/trainB/n07749192_4995.jpg inflating: apple2orange/trainB/n07749192_11935.jpg inflating: apple2orange/trainB/n07749192_506.jpg inflating: apple2orange/trainB/n07749192_5703.jpg inflating: apple2orange/trainB/n07749192_2569.jpg inflating: apple2orange/trainB/n07749192_2045.jpg inflating: apple2orange/trainB/n07749192_6704.jpg inflating: apple2orange/trainB/n07749192_8195.jpg inflating: apple2orange/trainB/n07749192_4128.jpg inflating: apple2orange/trainB/n07749192_3253.jpg inflating: apple2orange/trainB/n07749192_12249.jpg inflating: apple2orange/trainB/n07749192_2158.jpg inflating: apple2orange/trainB/n07749192_468.jpg inflating: apple2orange/trainB/n07749192_3745.jpg inflating: apple2orange/trainB/n07749192_7004.jpg inflating: apple2orange/trainB/n07749192_752.jpg inflating: apple2orange/trainB/n07749192_9395.jpg inflating: apple2orange/trainB/n07749192_5732.jpg inflating: apple2orange/trainB/n07749192_998.jpg inflating: apple2orange/trainB/n07749192_2583.jpg inflating: apple2orange/trainB/n07749192_12257.jpg inflating: apple2orange/trainB/n07749192_10377.jpg inflating: apple2orange/trainB/n07749192_3967.jpg inflating: apple2orange/trainB/n07749192_1055.jpg inflating: apple2orange/trainB/n07749192_7017.jpg inflating: apple2orange/trainB/n07749192_10348.jpg inflating: apple2orange/trainB/n07749192_895.jpg inflating: apple2orange/trainB/n07749192_9203.jpg inflating: apple2orange/trainB/n07749192_8559.jpg inflating: apple2orange/trainB/n07749192_5526.jpg inflating: apple2orange/trainB/n07749192_6355.jpg inflating: apple2orange/trainB/n07749192_12224.jpg inflating: apple2orange/trainB/n07749192_6899.jpg inflating: apple2orange/trainB/n07749192_4238.jpg inflating: apple2orange/trainB/n07749192_958.jpg inflating: apple2orange/trainB/n07749192_684.jpg inflating: apple2orange/trainB/n07749192_2445.jpg inflating: apple2orange/trainB/n07749192_1378.jpg inflating: apple2orange/trainB/n07749192_96.jpg inflating: apple2orange/trainB/n07749192_5748.jpg inflating: apple2orange/trainB/n07749192_224.jpg inflating: apple2orange/trainB/n07749192_1327.jpg inflating: apple2orange/trainB/n07749192_857.jpg inflating: apple2orange/trainB/n07749192_2879.jpg inflating: apple2orange/trainB/n07749192_4483.jpg inflating: apple2orange/trainB/n07749192_993.jpg inflating: apple2orange/trainB/n07749192_738.jpg inflating: apple2orange/trainB/n07749192_5297.jpg inflating: apple2orange/trainB/n07749192_3433.jpg inflating: apple2orange/trainB/n07749192_7238.jpg inflating: apple2orange/trainB/n07749192_10489.jpg inflating: apple2orange/trainB/n07749192_5672.jpg inflating: apple2orange/trainB/n07749192_1114.jpg inflating: apple2orange/trainB/n07749192_10192.jpg inflating: apple2orange/trainB/n07749192_7152.jpg inflating: apple2orange/trainB/n07749192_4418.jpg inflating: apple2orange/trainB/n07749192_8585.jpg inflating: apple2orange/trainB/n07749192_4193.jpg inflating: apple2orange/trainB/n07749192_2772.jpg inflating: apple2orange/trainB/n07749192_9454.jpg inflating: apple2orange/trainB/n07749192_8404.jpg inflating: apple2orange/trainB/n07749192_1292.jpg inflating: apple2orange/trainB/n07749192_10235.jpg inflating: apple2orange/trainB/n07749192_964.jpg inflating: apple2orange/trainB/n07749192_5532.jpg inflating: apple2orange/trainB/n07749192_1358.jpg inflating: apple2orange/trainB/n07749192_4313.jpg inflating: apple2orange/trainB/n07749192_5062.jpg inflating: apple2orange/trainB/n07749192_353.jpg inflating: apple2orange/trainB/n07749192_4199.jpg inflating: apple2orange/trainB/n07749192_10096.jpg inflating: apple2orange/trainB/n07749192_2.jpg inflating: apple2orange/trainB/n07749192_3005.jpg inflating: apple2orange/trainB/n07749192_2215.jpg inflating: apple2orange/trainB/n07749192_5719.jpg inflating: apple2orange/trainB/n07749192_6456.jpg inflating: apple2orange/trainB/n07749192_5022.jpg inflating: apple2orange/trainB/n07749192_8272.jpg inflating: apple2orange/trainB/n07749192_1139.jpg inflating: apple2orange/trainB/n07749192_6844.jpg inflating: apple2orange/trainB/n07749192_3098.jpg inflating: apple2orange/trainB/n07749192_5155.jpg inflating: apple2orange/trainB/n07749192_4532.jpg inflating: apple2orange/trainB/n07749192_12386.jpg inflating: apple2orange/trainB/n07749192_3836.jpg inflating: apple2orange/trainB/n07749192_3193.jpg inflating: apple2orange/trainB/n07749192_10195.jpg inflating: apple2orange/trainB/n07749192_3332.jpg inflating: apple2orange/trainB/n07749192_3834.jpg inflating: apple2orange/trainB/n07749192_5186.jpg inflating: apple2orange/trainB/n07749192_2719.jpg inflating: apple2orange/trainB/n07749192_4062.jpg inflating: apple2orange/trainB/n07749192_4052.jpg inflating: apple2orange/trainB/n07749192_845.jpg inflating: apple2orange/trainB/n07749192_5858.jpg inflating: apple2orange/trainB/n07749192_7786.jpg inflating: apple2orange/trainB/n07749192_5608.jpg inflating: apple2orange/trainB/n07749192_7256.jpg inflating: apple2orange/trainB/n07749192_3513.jpg inflating: apple2orange/trainB/n07749192_34.jpg inflating: apple2orange/trainB/n07749192_795.jpg inflating: apple2orange/trainB/n07749192_7353.jpg inflating: apple2orange/trainB/n07749192_1318.jpg inflating: apple2orange/trainB/n07749192_7708.jpg inflating: apple2orange/trainB/n07749192_12706.jpg inflating: apple2orange/trainB/n07749192_12514.jpg inflating: apple2orange/trainB/n07749192_3593.jpg inflating: apple2orange/trainB/n07749192_699.jpg inflating: apple2orange/trainB/n07749192_5287.jpg inflating: apple2orange/trainB/n07749192_3093.jpg inflating: apple2orange/trainB/n07749192_4818.jpg inflating: apple2orange/trainB/n07749192_12749.jpg inflating: apple2orange/trainB/n07749192_4236.jpg inflating: apple2orange/trainB/n07749192_2602.jpg inflating: apple2orange/trainB/n07749192_3009.jpg inflating: apple2orange/trainB/n07749192_10393.jpg inflating: apple2orange/trainB/n07749192_903.jpg inflating: apple2orange/trainB/n07749192_3973.jpg inflating: apple2orange/trainB/n07749192_6626.jpg inflating: apple2orange/trainB/n07749192_8803.jpg inflating: apple2orange/trainB/n07749192_7596.jpg inflating: apple2orange/trainB/n07749192_3065.jpg inflating: apple2orange/trainB/n07749192_4235.jpg inflating: apple2orange/trainB/n07749192_776.jpg inflating: apple2orange/trainB/n07749192_843.jpg inflating: apple2orange/trainB/n07749192_6133.jpg inflating: apple2orange/trainB/n07749192_12208.jpg inflating: apple2orange/trainB/n07749192_6068.jpg inflating: apple2orange/trainB/n07749192_6326.jpg inflating: apple2orange/trainB/n07749192_836.jpg inflating: apple2orange/trainB/n07749192_5338.jpg inflating: apple2orange/trainB/n07749192_9119.jpg inflating: apple2orange/trainB/n07749192_1784.jpg inflating: apple2orange/trainB/n07749192_1886.jpg inflating: apple2orange/trainB/n07749192_214.jpg inflating: apple2orange/trainB/n07749192_537.jpg inflating: apple2orange/trainB/n07749192_11268.jpg inflating: apple2orange/trainB/n07749192_8275.jpg inflating: apple2orange/trainB/n07749192_3392.jpg inflating: apple2orange/trainB/n07749192_4694.jpg inflating: apple2orange/trainB/n07749192_782.jpg inflating: apple2orange/trainB/n07749192_1655.jpg inflating: apple2orange/trainB/n07749192_11146.jpg inflating: apple2orange/trainB/n07749192_1575.jpg inflating: apple2orange/trainB/n07749192_3996.jpg inflating: apple2orange/trainB/n07749192_3583.jpg inflating: apple2orange/trainB/n07749192_1044.jpg inflating: apple2orange/trainB/n07749192_10733.jpg inflating: apple2orange/trainB/n07749192_164.jpg inflating: apple2orange/trainB/n07749192_3366.jpg inflating: apple2orange/trainB/n07749192_1157.jpg inflating: apple2orange/trainB/n07749192_5343.jpg inflating: apple2orange/trainB/n07749192_7503.jpg inflating: apple2orange/trainB/n07749192_3524.jpg inflating: apple2orange/trainB/n07749192_6783.jpg inflating: apple2orange/trainB/n07749192_5018.jpg inflating: apple2orange/trainB/n07749192_4626.jpg inflating: apple2orange/trainB/n07749192_8054.jpg inflating: apple2orange/trainB/n07749192_1262.jpg inflating: apple2orange/trainB/n07749192_3267.jpg inflating: apple2orange/trainB/n07749192_3308.jpg inflating: apple2orange/trainB/n07749192_7746.jpg inflating: apple2orange/trainB/n07749192_1482.jpg inflating: apple2orange/trainB/n07749192_4649.jpg inflating: apple2orange/trainB/n07749192_3932.jpg inflating: apple2orange/trainB/n07749192_6183.jpg inflating: apple2orange/trainB/n07749192_3069.jpg inflating: apple2orange/trainB/n07749192_10738.jpg inflating: apple2orange/trainB/n07749192_5362.jpg inflating: apple2orange/trainB/n07749192_658.jpg inflating: apple2orange/trainB/n07749192_126.jpg inflating: apple2orange/trainB/n07749192_2278.jpg inflating: apple2orange/trainB/n07749192_6288.jpg inflating: apple2orange/trainB/n07749192_918.jpg inflating: apple2orange/trainB/n07749192_4343.jpg inflating: apple2orange/trainB/n07749192_1279.jpg inflating: apple2orange/trainB/n07749192_692.jpg inflating: apple2orange/trainB/n07749192_3982.jpg inflating: apple2orange/trainB/n07749192_596.jpg inflating: apple2orange/trainB/n07749192_122.jpg inflating: apple2orange/trainB/n07749192_9286.jpg inflating: apple2orange/trainB/n07749192_10205.jpg inflating: apple2orange/trainB/n07749192_8552.jpg inflating: apple2orange/trainB/n07749192_4842.jpg inflating: apple2orange/trainB/n07749192_5823.jpg inflating: apple2orange/trainB/n07749192_6946.jpg inflating: apple2orange/trainB/n07749192_1573.jpg inflating: apple2orange/trainB/n07749192_6792.jpg inflating: apple2orange/trainB/n07749192_2935.jpg inflating: apple2orange/trainB/n07749192_1308.jpg inflating: apple2orange/trainB/n07749192_98.jpg inflating: apple2orange/trainB/n07749192_1737.jpg inflating: apple2orange/trainB/n07749192_2923.jpg inflating: apple2orange/trainB/n07749192_4025.jpg inflating: apple2orange/trainB/n07749192_268.jpg inflating: apple2orange/trainB/n07749192_2443.jpg inflating: apple2orange/trainB/n07749192_7069.jpg inflating: apple2orange/trainB/n07749192_2314.jpg inflating: apple2orange/trainB/n07749192_437.jpg inflating: apple2orange/trainB/n07749192_4475.jpg inflating: apple2orange/trainB/n07749192_4926.jpg inflating: apple2orange/trainB/n07749192_10524.jpg inflating: apple2orange/trainB/n07749192_7368.jpg inflating: apple2orange/trainB/n07749192_4797.jpg inflating: apple2orange/trainB/n07749192_1776.jpg inflating: apple2orange/trainB/n07749192_6002.jpg inflating: apple2orange/trainB/n07749192_4053.jpg inflating: apple2orange/trainB/n07749192_5892.jpg inflating: apple2orange/trainB/n07749192_575.jpg inflating: apple2orange/trainB/n07749192_4334.jpg inflating: apple2orange/trainB/n07749192_12275.jpg inflating: apple2orange/trainB/n07749192_3792.jpg inflating: apple2orange/trainB/n07749192_6139.jpg inflating: apple2orange/trainB/n07749192_6729.jpg inflating: apple2orange/trainB/n07749192_7216.jpg inflating: apple2orange/trainB/n07749192_9194.jpg inflating: apple2orange/trainB/n07749192_1434.jpg inflating: apple2orange/trainB/n07749192_8052.jpg inflating: apple2orange/trainB/n07749192_2247.jpg inflating: apple2orange/trainB/n07749192_2562.jpg inflating: apple2orange/trainB/n07749192_6873.jpg inflating: apple2orange/trainB/n07749192_12484.jpg inflating: apple2orange/trainB/n07749192_198.jpg inflating: apple2orange/trainB/n07749192_3112.jpg inflating: apple2orange/trainB/n07749192_11122.jpg inflating: apple2orange/trainB/n07749192_12278.jpg inflating: apple2orange/trainB/n07749192_8952.jpg inflating: apple2orange/trainB/n07749192_292.jpg inflating: apple2orange/trainB/n07749192_2787.jpg inflating: apple2orange/trainB/n07749192_6374.jpg inflating: apple2orange/trainB/n07749192_5003.jpg inflating: apple2orange/trainB/n07749192_3962.jpg inflating: apple2orange/trainB/n07749192_4033.jpg inflating: apple2orange/trainB/n07749192_3387.jpg inflating: apple2orange/trainB/n07749192_5109.jpg inflating: apple2orange/trainB/n07749192_4908.jpg inflating: apple2orange/trainB/n07749192_3855.jpg inflating: apple2orange/trainB/n07749192_12819.jpg inflating: apple2orange/trainB/n07749192_5877.jpg inflating: apple2orange/trainB/n07749192_6546.jpg inflating: apple2orange/trainB/n07749192_5349.jpg inflating: apple2orange/trainB/n07749192_5399.jpg inflating: apple2orange/trainB/n07749192_5257.jpg inflating: apple2orange/trainB/n07749192_4918.jpg inflating: apple2orange/trainB/n07749192_4604.jpg inflating: apple2orange/trainB/n07749192_2703.jpg inflating: apple2orange/trainB/n07749192_8372.jpg inflating: apple2orange/trainB/n07749192_6519.jpg inflating: apple2orange/trainB/n07749192_2159.jpg inflating: apple2orange/trainB/n07749192_3912.jpg inflating: apple2orange/trainB/n07749192_2798.jpg inflating: apple2orange/trainB/n07749192_2743.jpg inflating: apple2orange/trainB/n07749192_5963.jpg inflating: apple2orange/trainB/n07749192_4228.jpg inflating: apple2orange/trainB/n07749192_5548.jpg inflating: apple2orange/trainB/n07749192_6645.jpg inflating: apple2orange/trainB/n07749192_4598.jpg inflating: apple2orange/trainB/n07749192_3168.jpg inflating: apple2orange/trainB/n07749192_2652.jpg inflating: apple2orange/trainB/n07749192_2459.jpg inflating: apple2orange/trainB/n07749192_4564.jpg inflating: apple2orange/trainB/n07749192_3893.jpg inflating: apple2orange/trainB/n07749192_1462.jpg inflating: apple2orange/trainB/n07749192_1623.jpg inflating: apple2orange/trainB/n07749192_5565.jpg inflating: apple2orange/trainB/n07749192_6473.jpg inflating: apple2orange/trainB/n07749192_6062.jpg inflating: apple2orange/trainB/n07749192_3216.jpg inflating: apple2orange/trainB/n07749192_12657.jpg inflating: apple2orange/trainB/n07749192_2717.jpg inflating: apple2orange/trainB/n07749192_12765.jpg inflating: apple2orange/trainB/n07749192_11917.jpg inflating: apple2orange/trainB/n07749192_2052.jpg inflating: apple2orange/trainB/n07749192_5393.jpg inflating: apple2orange/trainB/n07749192_7493.jpg inflating: apple2orange/trainB/n07749192_3852.jpg inflating: apple2orange/trainB/n07749192_10454.jpg inflating: apple2orange/trainB/n07749192_4244.jpg inflating: apple2orange/trainB/n07749192_799.jpg inflating: apple2orange/trainB/n07749192_3427.jpg inflating: apple2orange/trainB/n07749192_7177.jpg inflating: apple2orange/trainB/n07749192_944.jpg inflating: apple2orange/trainB/n07749192_1204.jpg inflating: apple2orange/trainB/n07749192_8237.jpg inflating: apple2orange/trainB/n07749192_7182.jpg inflating: apple2orange/trainB/n07749192_6637.jpg inflating: apple2orange/trainB/n07749192_2697.jpg inflating: apple2orange/trainB/n07749192_5206.jpg inflating: apple2orange/trainB/n07749192_4608.jpg inflating: apple2orange/trainB/n07749192_1632.jpg inflating: apple2orange/trainB/n07749192_833.jpg inflating: apple2orange/trainB/n07749192_10138.jpg inflating: apple2orange/trainB/n07749192_3075.jpg inflating: apple2orange/trainB/n07749192_5665.jpg inflating: apple2orange/trainB/n07749192_3858.jpg inflating: apple2orange/trainB/n07749192_5326.jpg inflating: apple2orange/trainB/n07749192_792.jpg inflating: apple2orange/trainB/n07749192_10962.jpg inflating: apple2orange/trainB/n07749192_2496.jpg inflating: apple2orange/trainB/n07749192_5267.jpg inflating: apple2orange/trainB/n07749192_3297.jpg inflating: apple2orange/trainB/n07749192_6798.jpg creating: apple2orange/testA/ inflating: apple2orange/testA/n07740461_6610.jpg inflating: apple2orange/testA/n07740461_3930.jpg inflating: apple2orange/testA/n07740461_12360.jpg inflating: apple2orange/testA/n07740461_6590.jpg inflating: apple2orange/testA/n07740461_1550.jpg inflating: apple2orange/testA/n07740461_200.jpg inflating: apple2orange/testA/n07740461_4231.jpg inflating: apple2orange/testA/n07740461_3301.jpg inflating: apple2orange/testA/n07740461_4610.jpg inflating: apple2orange/testA/n07740461_2530.jpg inflating: apple2orange/testA/n07740461_9541.jpg inflating: apple2orange/testA/n07740461_9981.jpg inflating: apple2orange/testA/n07740461_2431.jpg inflating: apple2orange/testA/n07740461_360.jpg inflating: apple2orange/testA/n07740461_15051.jpg inflating: apple2orange/testA/n07740461_810.jpg inflating: apple2orange/testA/n07740461_13361.jpg inflating: apple2orange/testA/n07740461_14450.jpg inflating: apple2orange/testA/n07740461_1990.jpg inflating: apple2orange/testA/n07740461_8411.jpg inflating: apple2orange/testA/n07740461_3151.jpg inflating: apple2orange/testA/n07740461_10080.jpg inflating: apple2orange/testA/n07740461_7471.jpg inflating: apple2orange/testA/n07740461_11221.jpg inflating: apple2orange/testA/n07740461_8531.jpg inflating: apple2orange/testA/n07740461_4331.jpg inflating: apple2orange/testA/n07740461_10571.jpg inflating: apple2orange/testA/n07740461_12921.jpg inflating: apple2orange/testA/n07740461_2930.jpg inflating: apple2orange/testA/n07740461_7161.jpg inflating: apple2orange/testA/n07740461_7371.jpg inflating: apple2orange/testA/n07740461_13391.jpg inflating: apple2orange/testA/n07740461_8220.jpg inflating: apple2orange/testA/n07740461_890.jpg inflating: apple2orange/testA/n07740461_3960.jpg inflating: apple2orange/testA/n07740461_13091.jpg inflating: apple2orange/testA/n07740461_10940.jpg inflating: apple2orange/testA/n07740461_14501.jpg inflating: apple2orange/testA/n07740461_11910.jpg inflating: apple2orange/testA/n07740461_14760.jpg inflating: apple2orange/testA/n07740461_5741.jpg inflating: apple2orange/testA/n07740461_9051.jpg inflating: apple2orange/testA/n07740461_6061.jpg inflating: apple2orange/testA/n07740461_12751.jpg inflating: apple2orange/testA/n07740461_8560.jpg inflating: apple2orange/testA/n07740461_2970.jpg inflating: apple2orange/testA/n07740461_14211.jpg inflating: apple2orange/testA/n07740461_9461.jpg inflating: apple2orange/testA/n07740461_12540.jpg inflating: apple2orange/testA/n07740461_14520.jpg inflating: apple2orange/testA/n07740461_6780.jpg inflating: apple2orange/testA/n07740461_3081.jpg inflating: apple2orange/testA/n07740461_3561.jpg inflating: apple2orange/testA/n07740461_13851.jpg inflating: apple2orange/testA/n07740461_11391.jpg inflating: apple2orange/testA/n07740461_14551.jpg inflating: apple2orange/testA/n07740461_1690.jpg inflating: apple2orange/testA/n07740461_4780.jpg inflating: apple2orange/testA/n07740461_9010.jpg inflating: apple2orange/testA/n07740461_2461.jpg inflating: apple2orange/testA/n07740461_2040.jpg inflating: apple2orange/testA/n07740461_6661.jpg inflating: apple2orange/testA/n07740461_14531.jpg inflating: apple2orange/testA/n07740461_14300.jpg inflating: apple2orange/testA/n07740461_14570.jpg inflating: apple2orange/testA/n07740461_5660.jpg inflating: apple2orange/testA/n07740461_7980.jpg inflating: apple2orange/testA/n07740461_11260.jpg inflating: apple2orange/testA/n07740461_13800.jpg inflating: apple2orange/testA/n07740461_6220.jpg inflating: apple2orange/testA/n07740461_15010.jpg inflating: apple2orange/testA/n07740461_1171.jpg inflating: apple2orange/testA/n07740461_3640.jpg inflating: apple2orange/testA/n07740461_950.jpg inflating: apple2orange/testA/n07740461_14621.jpg inflating: apple2orange/testA/n07740461_12071.jpg inflating: apple2orange/testA/n07740461_8391.jpg inflating: apple2orange/testA/n07740461_1131.jpg inflating: apple2orange/testA/n07740461_750.jpg inflating: apple2orange/testA/n07740461_2210.jpg inflating: apple2orange/testA/n07740461_5141.jpg inflating: apple2orange/testA/n07740461_14341.jpg inflating: apple2orange/testA/n07740461_3520.jpg inflating: apple2orange/testA/n07740461_13151.jpg inflating: apple2orange/testA/n07740461_1580.jpg inflating: apple2orange/testA/n07740461_2550.jpg inflating: apple2orange/testA/n07740461_6151.jpg inflating: apple2orange/testA/n07740461_8640.jpg inflating: apple2orange/testA/n07740461_11040.jpg inflating: apple2orange/testA/n07740461_13950.jpg inflating: apple2orange/testA/n07740461_5520.jpg inflating: apple2orange/testA/n07740461_1680.jpg inflating: apple2orange/testA/n07740461_2960.jpg inflating: apple2orange/testA/n07740461_350.jpg inflating: apple2orange/testA/n07740461_7270.jpg inflating: apple2orange/testA/n07740461_2510.jpg inflating: apple2orange/testA/n07740461_13901.jpg inflating: apple2orange/testA/n07740461_790.jpg inflating: apple2orange/testA/n07740461_91.jpg inflating: apple2orange/testA/n07740461_10311.jpg inflating: apple2orange/testA/n07740461_12630.jpg inflating: apple2orange/testA/n07740461_9141.jpg inflating: apple2orange/testA/n07740461_3571.jpg inflating: apple2orange/testA/n07740461_1261.jpg inflating: apple2orange/testA/n07740461_12841.jpg inflating: apple2orange/testA/n07740461_10750.jpg inflating: apple2orange/testA/n07740461_1800.jpg inflating: apple2orange/testA/n07740461_9091.jpg inflating: apple2orange/testA/n07740461_7220.jpg inflating: apple2orange/testA/n07740461_3210.jpg inflating: apple2orange/testA/n07740461_14811.jpg inflating: apple2orange/testA/n07740461_8271.jpg inflating: apple2orange/testA/n07740461_7140.jpg inflating: apple2orange/testA/n07740461_13171.jpg inflating: apple2orange/testA/n07740461_4891.jpg inflating: apple2orange/testA/n07740461_7200.jpg inflating: apple2orange/testA/n07740461_1930.jpg inflating: apple2orange/testA/n07740461_1490.jpg inflating: apple2orange/testA/n07740461_2130.jpg inflating: apple2orange/testA/n07740461_15281.jpg inflating: apple2orange/testA/n07740461_10950.jpg inflating: apple2orange/testA/n07740461_1141.jpg inflating: apple2orange/testA/n07740461_4681.jpg inflating: apple2orange/testA/n07740461_7771.jpg inflating: apple2orange/testA/n07740461_240.jpg inflating: apple2orange/testA/n07740461_1410.jpg inflating: apple2orange/testA/n07740461_1030.jpg inflating: apple2orange/testA/n07740461_7700.jpg inflating: apple2orange/testA/n07740461_6691.jpg inflating: apple2orange/testA/n07740461_2181.jpg inflating: apple2orange/testA/n07740461_2131.jpg inflating: apple2orange/testA/n07740461_451.jpg inflating: apple2orange/testA/n07740461_13030.jpg inflating: apple2orange/testA/n07740461_14750.jpg inflating: apple2orange/testA/n07740461_1371.jpg inflating: apple2orange/testA/n07740461_6170.jpg inflating: apple2orange/testA/n07740461_14510.jpg inflating: apple2orange/testA/n07740461_1631.jpg inflating: apple2orange/testA/n07740461_3881.jpg inflating: apple2orange/testA/n07740461_11871.jpg inflating: apple2orange/testA/n07740461_971.jpg inflating: apple2orange/testA/n07740461_3410.jpg inflating: apple2orange/testA/n07740461_6001.jpg inflating: apple2orange/testA/n07740461_8181.jpg inflating: apple2orange/testA/n07740461_11130.jpg inflating: apple2orange/testA/n07740461_13701.jpg inflating: apple2orange/testA/n07740461_11361.jpg inflating: apple2orange/testA/n07740461_41.jpg inflating: apple2orange/testA/n07740461_7141.jpg inflating: apple2orange/testA/n07740461_8820.jpg inflating: apple2orange/testA/n07740461_11891.jpg inflating: apple2orange/testA/n07740461_3211.jpg inflating: apple2orange/testA/n07740461_7831.jpg inflating: apple2orange/testA/n07740461_8400.jpg inflating: apple2orange/testA/n07740461_7350.jpg inflating: apple2orange/testA/n07740461_5831.jpg inflating: apple2orange/testA/n07740461_11121.jpg inflating: apple2orange/testA/n07740461_111.jpg inflating: apple2orange/testA/n07740461_2561.jpg inflating: apple2orange/testA/n07740461_9560.jpg inflating: apple2orange/testA/n07740461_3530.jpg inflating: apple2orange/testA/n07740461_14740.jpg inflating: apple2orange/testA/n07740461_2301.jpg inflating: apple2orange/testA/n07740461_10371.jpg inflating: apple2orange/testA/n07740461_7510.jpg inflating: apple2orange/testA/n07740461_6611.jpg inflating: apple2orange/testA/n07740461_14600.jpg inflating: apple2orange/testA/n07740461_9341.jpg inflating: apple2orange/testA/n07740461_11651.jpg inflating: apple2orange/testA/n07740461_12010.jpg inflating: apple2orange/testA/n07740461_1250.jpg inflating: apple2orange/testA/n07740461_780.jpg inflating: apple2orange/testA/n07740461_2770.jpg inflating: apple2orange/testA/n07740461_1191.jpg inflating: apple2orange/testA/n07740461_7261.jpg inflating: apple2orange/testA/n07740461_9070.jpg inflating: apple2orange/testA/n07740461_40.jpg inflating: apple2orange/testA/n07740461_6781.jpg inflating: apple2orange/testA/n07740461_6901.jpg inflating: apple2orange/testA/n07740461_2500.jpg inflating: apple2orange/testA/n07740461_2840.jpg inflating: apple2orange/testA/n07740461_5421.jpg inflating: apple2orange/testA/n07740461_2151.jpg inflating: apple2orange/testA/n07740461_13931.jpg inflating: apple2orange/testA/n07740461_13101.jpg inflating: apple2orange/testA/n07740461_9451.jpg inflating: apple2orange/testA/n07740461_10011.jpg inflating: apple2orange/testA/n07740461_7610.jpg inflating: apple2orange/testA/n07740461_4991.jpg inflating: apple2orange/testA/n07740461_3260.jpg inflating: apple2orange/testA/n07740461_3970.jpg inflating: apple2orange/testA/n07740461_13390.jpg inflating: apple2orange/testA/n07740461_1470.jpg inflating: apple2orange/testA/n07740461_12101.jpg inflating: apple2orange/testA/n07740461_1140.jpg inflating: apple2orange/testA/n07740461_2921.jpg inflating: apple2orange/testA/n07740461_12121.jpg inflating: apple2orange/testA/n07740461_7591.jpg inflating: apple2orange/testA/n07740461_10951.jpg inflating: apple2orange/testA/n07740461_6701.jpg inflating: apple2orange/testA/n07740461_81.jpg inflating: apple2orange/testA/n07740461_2371.jpg inflating: apple2orange/testA/n07740461_411.jpg inflating: apple2orange/testA/n07740461_4750.jpg inflating: apple2orange/testA/n07740461_14721.jpg inflating: apple2orange/testA/n07740461_7340.jpg inflating: apple2orange/testA/n07740461_10651.jpg inflating: apple2orange/testA/n07740461_3651.jpg inflating: apple2orange/testA/n07740461_8710.jpg inflating: apple2orange/testA/n07740461_4491.jpg inflating: apple2orange/testA/n07740461_14960.jpg inflating: apple2orange/testA/n07740461_51.jpg inflating: apple2orange/testA/n07740461_12300.jpg inflating: apple2orange/testA/n07740461_14101.jpg inflating: apple2orange/testA/n07740461_8851.jpg inflating: apple2orange/testA/n07740461_6011.jpg inflating: apple2orange/testA/n07740461_10211.jpg inflating: apple2orange/testA/n07740461_8130.jpg inflating: apple2orange/testA/n07740461_1761.jpg inflating: apple2orange/testA/n07740461_11801.jpg inflating: apple2orange/testA/n07740461_9901.jpg inflating: apple2orange/testA/n07740461_1790.jpg inflating: apple2orange/testA/n07740461_11041.jpg inflating: apple2orange/testA/n07740461_1480.jpg inflating: apple2orange/testA/n07740461_1780.jpg inflating: apple2orange/testA/n07740461_3980.jpg inflating: apple2orange/testA/n07740461_510.jpg inflating: apple2orange/testA/n07740461_10681.jpg inflating: apple2orange/testA/n07740461_5871.jpg inflating: apple2orange/testA/n07740461_14860.jpg inflating: apple2orange/testA/n07740461_11770.jpg inflating: apple2orange/testA/n07740461_13580.jpg inflating: apple2orange/testA/n07740461_1560.jpg inflating: apple2orange/testA/n07740461_12350.jpg inflating: apple2orange/testA/n07740461_5380.jpg inflating: apple2orange/testA/n07740461_230.jpg inflating: apple2orange/testA/n07740461_2101.jpg inflating: apple2orange/testA/n07740461_760.jpg inflating: apple2orange/testA/n07740461_1840.jpg inflating: apple2orange/testA/n07740461_600.jpg inflating: apple2orange/testA/n07740461_2701.jpg inflating: apple2orange/testA/n07740461_6690.jpg inflating: apple2orange/testA/n07740461_8780.jpg inflating: apple2orange/testA/n07740461_3031.jpg inflating: apple2orange/testA/n07740461_1190.jpg inflating: apple2orange/testA/n07740461_7661.jpg inflating: apple2orange/testA/n07740461_20.jpg inflating: apple2orange/testA/n07740461_3420.jpg inflating: apple2orange/testA/n07740461_3670.jpg inflating: apple2orange/testA/n07740461_14821.jpg inflating: apple2orange/testA/n07740461_12930.jpg inflating: apple2orange/testA/n07740461_6640.jpg inflating: apple2orange/testA/n07740461_2520.jpg inflating: apple2orange/testA/n07740461_8810.jpg inflating: apple2orange/testA/n07740461_9980.jpg inflating: apple2orange/testA/n07740461_1541.jpg inflating: apple2orange/testA/n07740461_14931.jpg inflating: apple2orange/testA/n07740461_490.jpg inflating: apple2orange/testA/n07740461_3720.jpg inflating: apple2orange/testA/n07740461_1661.jpg inflating: apple2orange/testA/n07740461_7841.jpg inflating: apple2orange/testA/n07740461_601.jpg inflating: apple2orange/testA/n07740461_6120.jpg inflating: apple2orange/testA/n07740461_14791.jpg inflating: apple2orange/testA/n07740461_7681.jpg inflating: apple2orange/testA/n07740461_12990.jpg
!ls apple2orange
testA testB trainA trainB
import glob
apples_train = glob.glob('apple2orange/trainA/*.jpg')
oranges_train = glob.glob('apple2orange/trainB/*.jpg')
apples_test = glob.glob('apple2orange/testA/*.jpg')
oranges_test = glob.glob('apple2orange/testB/*.jpg')
len(apples_train), len(oranges_train), len(apples_test), len(oranges_test)
(995, 1019, 266, 248)
import cv2
for file in apples_train[:10]:
img = cv2.imread(file)
print (img.shape)
(256, 256, 3) (256, 256, 3) (256, 256, 3) (256, 256, 3) (256, 256, 3) (256, 256, 3) (256, 256, 3) (256, 256, 3) (256, 256, 3) (256, 256, 3)
print ("Apples")
for k in range(5):
plt.figure(figsize=(13, 13))
for j in range(9):
file = np.random.choice(apples_train)
img = cv2.imread(file)
img = cv2.cvtColor(img, cv2.COLOR_BGR2RGB)
plt.subplot(990 + 1 + j)
plt.imshow(img)
plt.axis('off')
#plt.title(trainY[i])
plt.show()
print ("-"*80)
print ("Oranges")
for k in range(5):
plt.figure(figsize=(13, 13))
for j in range(9):
file = np.random.choice(oranges_train)
img = cv2.imread(file)
img = cv2.cvtColor(img, cv2.COLOR_BGR2RGB)
plt.subplot(990 + 1 + j)
plt.imshow(img)
plt.axis('off')
#plt.title(trainY[i])
plt.show()
Apples
-------------------------------------------------------------------------------- Oranges
import tensorflow_addons as tfa
def encoder_layer(input_layer, filters, bn=True):
x = tensorflow.keras.layers.Conv2D(filters, kernel_size=(4,4), strides=(2,2), padding='same')(input_layer)
x = tensorflow.keras.layers.LeakyReLU(alpha=0.2)(x)
if bn:
#x = tensorflow.keras.layers.BatchNormalization(momentum=0.8)(x)
x = tfa.layers.InstanceNormalization()(x)
return x
def decoder_layer(input_layer, skip_input, filters):
#x = tensorflow.keras.layers.UpSampling2D(size=2)(input_layer)
x = tensorflow.keras.layers.Conv2DTranspose(filters, kernel_size=(4,4), strides=(2,2), padding='same')(input_layer)
x = tensorflow.keras.layers.Activation('relu')(x)
#x = tensorflow.keras.layers.BatchNormalization(momentum=0.8)(x)
x = tfa.layers.InstanceNormalization()(x)
x = tensorflow.keras.layers.Concatenate()([x, skip_input])
return x
source_image_A = tensorflow.keras.layers.Input(shape=(256, 256, 3))
source_image_B = tensorflow.keras.layers.Input(shape=(256, 256, 3))
def make_generator():
source_image = tensorflow.keras.layers.Input(shape=(256, 256, 3))
e1 = encoder_layer(source_image, 32, bn=False)
e2 = encoder_layer(e1, 64)
e3 = encoder_layer(e2, 128)
e4 = encoder_layer(e3, 256)
e5 = encoder_layer(e4, 256)
e6 = encoder_layer(e5, 256)
e7 = encoder_layer(e6, 256)
bottle_neck = tensorflow.keras.layers.Conv2D(512, (4,4), strides=(2,2), padding='same')(e7)
b = tensorflow.keras.layers.Activation('relu')(bottle_neck)
d1 = decoder_layer(b, e7, 256)
d2 = decoder_layer(d1, e6, 256)
d3 = decoder_layer(d2, e5, 256)
d4 = decoder_layer(d3, e4, 256)
d5 = decoder_layer(d4, e3, 256)
d6 = decoder_layer(d5, e2, 64)
d7 = decoder_layer(d6, e1, 32)
decoded = tensorflow.keras.layers.Conv2DTranspose(3, kernel_size=(4,4), strides=(2,2), padding='same')(d7)
translated_image = tensorflow.keras.layers.Activation('tanh')(decoded)
return source_image, translated_image
source_image, translated_image = make_generator()
generator_network_AB = tensorflow.keras.models.Model(inputs=source_image, outputs=translated_image)
source_image, translated_image = make_generator()
generator_network_BA = tensorflow.keras.models.Model(inputs=source_image, outputs=translated_image)
print (generator_network_AB.summary())
Model: "model"
__________________________________________________________________________________________________
Layer (type) Output Shape Param # Connected to
==================================================================================================
input_3 (InputLayer) [(None, 256, 256, 3) 0
__________________________________________________________________________________________________
conv2d (Conv2D) (None, 128, 128, 32) 1568 input_3[0][0]
__________________________________________________________________________________________________
leaky_re_lu (LeakyReLU) (None, 128, 128, 32) 0 conv2d[0][0]
__________________________________________________________________________________________________
conv2d_1 (Conv2D) (None, 64, 64, 64) 32832 leaky_re_lu[0][0]
__________________________________________________________________________________________________
leaky_re_lu_1 (LeakyReLU) (None, 64, 64, 64) 0 conv2d_1[0][0]
__________________________________________________________________________________________________
instance_normalization (Instanc (None, 64, 64, 64) 128 leaky_re_lu_1[0][0]
__________________________________________________________________________________________________
conv2d_2 (Conv2D) (None, 32, 32, 128) 131200 instance_normalization[0][0]
__________________________________________________________________________________________________
leaky_re_lu_2 (LeakyReLU) (None, 32, 32, 128) 0 conv2d_2[0][0]
__________________________________________________________________________________________________
instance_normalization_1 (Insta (None, 32, 32, 128) 256 leaky_re_lu_2[0][0]
__________________________________________________________________________________________________
conv2d_3 (Conv2D) (None, 16, 16, 256) 524544 instance_normalization_1[0][0]
__________________________________________________________________________________________________
leaky_re_lu_3 (LeakyReLU) (None, 16, 16, 256) 0 conv2d_3[0][0]
__________________________________________________________________________________________________
instance_normalization_2 (Insta (None, 16, 16, 256) 512 leaky_re_lu_3[0][0]
__________________________________________________________________________________________________
conv2d_4 (Conv2D) (None, 8, 8, 256) 1048832 instance_normalization_2[0][0]
__________________________________________________________________________________________________
leaky_re_lu_4 (LeakyReLU) (None, 8, 8, 256) 0 conv2d_4[0][0]
__________________________________________________________________________________________________
instance_normalization_3 (Insta (None, 8, 8, 256) 512 leaky_re_lu_4[0][0]
__________________________________________________________________________________________________
conv2d_5 (Conv2D) (None, 4, 4, 256) 1048832 instance_normalization_3[0][0]
__________________________________________________________________________________________________
leaky_re_lu_5 (LeakyReLU) (None, 4, 4, 256) 0 conv2d_5[0][0]
__________________________________________________________________________________________________
instance_normalization_4 (Insta (None, 4, 4, 256) 512 leaky_re_lu_5[0][0]
__________________________________________________________________________________________________
conv2d_6 (Conv2D) (None, 2, 2, 256) 1048832 instance_normalization_4[0][0]
__________________________________________________________________________________________________
leaky_re_lu_6 (LeakyReLU) (None, 2, 2, 256) 0 conv2d_6[0][0]
__________________________________________________________________________________________________
instance_normalization_5 (Insta (None, 2, 2, 256) 512 leaky_re_lu_6[0][0]
__________________________________________________________________________________________________
conv2d_7 (Conv2D) (None, 1, 1, 512) 2097664 instance_normalization_5[0][0]
__________________________________________________________________________________________________
activation (Activation) (None, 1, 1, 512) 0 conv2d_7[0][0]
__________________________________________________________________________________________________
conv2d_transpose (Conv2DTranspo (None, 2, 2, 256) 2097408 activation[0][0]
__________________________________________________________________________________________________
activation_1 (Activation) (None, 2, 2, 256) 0 conv2d_transpose[0][0]
__________________________________________________________________________________________________
instance_normalization_6 (Insta (None, 2, 2, 256) 512 activation_1[0][0]
__________________________________________________________________________________________________
concatenate (Concatenate) (None, 2, 2, 512) 0 instance_normalization_6[0][0]
instance_normalization_5[0][0]
__________________________________________________________________________________________________
conv2d_transpose_1 (Conv2DTrans (None, 4, 4, 256) 2097408 concatenate[0][0]
__________________________________________________________________________________________________
activation_2 (Activation) (None, 4, 4, 256) 0 conv2d_transpose_1[0][0]
__________________________________________________________________________________________________
instance_normalization_7 (Insta (None, 4, 4, 256) 512 activation_2[0][0]
__________________________________________________________________________________________________
concatenate_1 (Concatenate) (None, 4, 4, 512) 0 instance_normalization_7[0][0]
instance_normalization_4[0][0]
__________________________________________________________________________________________________
conv2d_transpose_2 (Conv2DTrans (None, 8, 8, 256) 2097408 concatenate_1[0][0]
__________________________________________________________________________________________________
activation_3 (Activation) (None, 8, 8, 256) 0 conv2d_transpose_2[0][0]
__________________________________________________________________________________________________
instance_normalization_8 (Insta (None, 8, 8, 256) 512 activation_3[0][0]
__________________________________________________________________________________________________
concatenate_2 (Concatenate) (None, 8, 8, 512) 0 instance_normalization_8[0][0]
instance_normalization_3[0][0]
__________________________________________________________________________________________________
conv2d_transpose_3 (Conv2DTrans (None, 16, 16, 256) 2097408 concatenate_2[0][0]
__________________________________________________________________________________________________
activation_4 (Activation) (None, 16, 16, 256) 0 conv2d_transpose_3[0][0]
__________________________________________________________________________________________________
instance_normalization_9 (Insta (None, 16, 16, 256) 512 activation_4[0][0]
__________________________________________________________________________________________________
concatenate_3 (Concatenate) (None, 16, 16, 512) 0 instance_normalization_9[0][0]
instance_normalization_2[0][0]
__________________________________________________________________________________________________
conv2d_transpose_4 (Conv2DTrans (None, 32, 32, 256) 2097408 concatenate_3[0][0]
__________________________________________________________________________________________________
activation_5 (Activation) (None, 32, 32, 256) 0 conv2d_transpose_4[0][0]
__________________________________________________________________________________________________
instance_normalization_10 (Inst (None, 32, 32, 256) 512 activation_5[0][0]
__________________________________________________________________________________________________
concatenate_4 (Concatenate) (None, 32, 32, 384) 0 instance_normalization_10[0][0]
instance_normalization_1[0][0]
__________________________________________________________________________________________________
conv2d_transpose_5 (Conv2DTrans (None, 64, 64, 64) 393280 concatenate_4[0][0]
__________________________________________________________________________________________________
activation_6 (Activation) (None, 64, 64, 64) 0 conv2d_transpose_5[0][0]
__________________________________________________________________________________________________
instance_normalization_11 (Inst (None, 64, 64, 64) 128 activation_6[0][0]
__________________________________________________________________________________________________
concatenate_5 (Concatenate) (None, 64, 64, 128) 0 instance_normalization_11[0][0]
instance_normalization[0][0]
__________________________________________________________________________________________________
conv2d_transpose_6 (Conv2DTrans (None, 128, 128, 32) 65568 concatenate_5[0][0]
__________________________________________________________________________________________________
activation_7 (Activation) (None, 128, 128, 32) 0 conv2d_transpose_6[0][0]
__________________________________________________________________________________________________
instance_normalization_12 (Inst (None, 128, 128, 32) 64 activation_7[0][0]
__________________________________________________________________________________________________
concatenate_6 (Concatenate) (None, 128, 128, 64) 0 instance_normalization_12[0][0]
leaky_re_lu[0][0]
__________________________________________________________________________________________________
conv2d_transpose_7 (Conv2DTrans (None, 256, 256, 3) 3075 concatenate_6[0][0]
__________________________________________________________________________________________________
activation_8 (Activation) (None, 256, 256, 3) 0 conv2d_transpose_7[0][0]
==================================================================================================
Total params: 16,888,451
Trainable params: 16,888,451
Non-trainable params: 0
__________________________________________________________________________________________________
None
def my_conv_layer(input_layer, filters, bn=True):
x = tensorflow.keras.layers.Conv2D(filters, kernel_size=(4,4), strides=(2,2), padding='same')(input_layer)
x = tensorflow.keras.layers.LeakyReLU(alpha=0.2)(x)
if bn:
#x = tensorflow.keras.layers.BatchNormalization(momentum=0.8)(x)
x = tfa.layers.InstanceNormalization()(x)
return x
def make_discriminator():
target_image_input = tensorflow.keras.layers.Input(shape=(256, 256, 3))
x = my_conv_layer(target_image_input, 64, bn=False)
x = my_conv_layer(x, 128)
x = my_conv_layer(x, 256)
x = my_conv_layer(x, 512)
x = my_conv_layer(x, 512)
patch_features = tensorflow.keras.layers.Conv2D(1, kernel_size=(4,4), strides=(1,1), padding='same')(x)
return target_image_input, patch_features
target_image_input, patch_features = make_discriminator()
discriminator_network_A = tensorflow.keras.models.Model(inputs=target_image_input, outputs=patch_features)
target_image_input, patch_features = make_discriminator()
discriminator_network_B = tensorflow.keras.models.Model(inputs=target_image_input, outputs=patch_features)
print (discriminator_network_A.summary())
Model: "model_2" _________________________________________________________________ Layer (type) Output Shape Param # ================================================================= input_5 (InputLayer) [(None, 256, 256, 3)] 0 _________________________________________________________________ conv2d_16 (Conv2D) (None, 128, 128, 64) 3136 _________________________________________________________________ leaky_re_lu_14 (LeakyReLU) (None, 128, 128, 64) 0 _________________________________________________________________ conv2d_17 (Conv2D) (None, 64, 64, 128) 131200 _________________________________________________________________ leaky_re_lu_15 (LeakyReLU) (None, 64, 64, 128) 0 _________________________________________________________________ instance_normalization_26 (I (None, 64, 64, 128) 256 _________________________________________________________________ conv2d_18 (Conv2D) (None, 32, 32, 256) 524544 _________________________________________________________________ leaky_re_lu_16 (LeakyReLU) (None, 32, 32, 256) 0 _________________________________________________________________ instance_normalization_27 (I (None, 32, 32, 256) 512 _________________________________________________________________ conv2d_19 (Conv2D) (None, 16, 16, 512) 2097664 _________________________________________________________________ leaky_re_lu_17 (LeakyReLU) (None, 16, 16, 512) 0 _________________________________________________________________ instance_normalization_28 (I (None, 16, 16, 512) 1024 _________________________________________________________________ conv2d_20 (Conv2D) (None, 8, 8, 512) 4194816 _________________________________________________________________ leaky_re_lu_18 (LeakyReLU) (None, 8, 8, 512) 0 _________________________________________________________________ instance_normalization_29 (I (None, 8, 8, 512) 1024 _________________________________________________________________ conv2d_21 (Conv2D) (None, 8, 8, 1) 8193 ================================================================= Total params: 6,962,369 Trainable params: 6,962,369 Non-trainable params: 0 _________________________________________________________________ None
adam_optimizer = tensorflow.keras.optimizers.Adam(learning_rate=0.0002, beta_1=0.5)
discriminator_network_A.compile(loss='mse', optimizer=adam_optimizer, metrics=['accuracy'])
discriminator_network_B.compile(loss='mse', optimizer=adam_optimizer, metrics=['accuracy'])
# Domain Transfer
fake_B = generator_network_AB(source_image_A)
fake_A = generator_network_BA(source_image_B)
# Restoring original Domain
get_back_A = generator_network_BA(fake_B)
get_back_B = generator_network_AB(fake_A)
# Get back Identical/Same Image
get_same_A = generator_network_BA(source_image_A)
get_same_B = generator_network_AB(source_image_B)
discriminator_network_A.trainable=False
discriminator_network_B.trainable=False
# Tell Real vs Fake, for a given domain
verify_A = discriminator_network_A(fake_A)
verify_B = discriminator_network_B(fake_B)
cycle_gan = tensorflow.keras.models.Model(inputs = [source_image_A, source_image_B], \
outputs = [verify_A, verify_B, get_back_A, get_back_B, get_same_A, get_same_B])
cycle_gan.summary()
Model: "model_4"
__________________________________________________________________________________________________
Layer (type) Output Shape Param # Connected to
==================================================================================================
input_2 (InputLayer) [(None, 256, 256, 3) 0
__________________________________________________________________________________________________
input_1 (InputLayer) [(None, 256, 256, 3) 0
__________________________________________________________________________________________________
model_1 (Functional) (None, 256, 256, 3) 16888451 input_2[0][0]
model[0][0]
input_1[0][0]
__________________________________________________________________________________________________
model (Functional) (None, 256, 256, 3) 16888451 input_1[0][0]
model_1[0][0]
input_2[0][0]
__________________________________________________________________________________________________
model_2 (Functional) (None, 8, 8, 1) 6962369 model_1[0][0]
__________________________________________________________________________________________________
model_3 (Functional) (None, 8, 8, 1) 6962369 model[0][0]
==================================================================================================
Total params: 47,701,640
Trainable params: 33,776,902
Non-trainable params: 13,924,738
__________________________________________________________________________________________________
cycle_gan.compile(loss=['mse', 'mse', 'mae', 'mae', 'mae', 'mae'], loss_weights=[1, 1, 10, 10, 3, 3],\
optimizer=adam_optimizer)
def apples_to_oranges(apples, generator_network):
generated_samples = generator_network.predict_on_batch(apples)
return generated_samples
def oranges_to_apples(oranges, generator_network):
generated_samples = generator_network.predict_on_batch(oranges)
return generated_samples
def get_apple_samples(batch_size):
random_files = np.random.choice(apples_train, size=batch_size)
images = []
for file in random_files:
img = cv2.imread(file)
img = cv2.cvtColor(img, cv2.COLOR_BGR2RGB)
images.append((img-127.5)/127.5)
apple_images = np.array(images)
return apple_images
def get_orange_samples(batch_size):
random_files = np.random.choice(oranges_train, size=batch_size)
images = []
for file in random_files:
img = cv2.imread(file)
img = cv2.cvtColor(img, cv2.COLOR_BGR2RGB)
images.append((img-127.5)/127.5)
orange_images = np.array(images)
return orange_images
def show_generator_results_apples_to_oranges(generator_network_AB, generator_network_BA):
images = []
for j in range(7):
file = np.random.choice(apples_test)
img = cv2.imread(file)
img = cv2.cvtColor(img, cv2.COLOR_BGR2RGB)
images.append(img)
print ('Input Apple Images')
plt.figure(figsize=(13, 13))
for j, img in enumerate(images):
plt.subplot(770 + 1 + j)
plt.imshow(img)
plt.axis('off')
#plt.title(trainY[i])
plt.show()
print ('Translated (Apple -> Orange) Images')
translated = []
plt.figure(figsize=(13, 13))
for j, img in enumerate(images):
img = (img-127.5)/127.5
output = apples_to_oranges(np.array([img]), generator_network_AB)[0]
translated.append(output)
output = (output+1.0)/2.0
plt.subplot(770 + 1 + j)
plt.imshow(output)
plt.axis('off')
#plt.title(trainY[i])
plt.show()
print ('Translated reverse ( Fake Oranges -> Fake Apples)')
plt.figure(figsize=(13, 13))
for j, img in enumerate(translated):
output = oranges_to_apples(np.array([img]), generator_network_BA)[0]
output = (output+1.0)/2.0
plt.subplot(770 + 1 + j)
plt.imshow(output)
plt.axis('off')
#plt.title(trainY[i])
plt.show()
def show_generator_results_oranges_to_apples(generator_network_AB, generator_network_BA):
images = []
for j in range(7):
file = np.random.choice(oranges_test)
img = cv2.imread(file)
img = cv2.cvtColor(img, cv2.COLOR_BGR2RGB)
images.append(img)
print ('Input Orange Images')
plt.figure(figsize=(13, 13))
for j, img in enumerate(images):
plt.subplot(770 + 1 + j)
plt.imshow(img)
plt.axis('off')
#plt.title(trainY[i])
plt.show()
print ('Translated (Orange -> Apple) Images')
translated = []
plt.figure(figsize=(13, 13))
for j, img in enumerate(images):
img = (img-127.5)/127.5
output = oranges_to_apples(np.array([img]), generator_network_BA)[0]
translated.append(output)
output = (output+1.0)/2.0
plt.subplot(770 + 1 + j)
plt.imshow(output)
plt.axis('off')
#plt.title(trainY[i])
plt.show()
print ('Translated reverse (Fake Apples -> Fake Oranges)')
plt.figure(figsize=(13, 13))
for j, img in enumerate(translated):
output = apples_to_oranges(np.array([img]), generator_network_AB)[0]
output = (output+1.0)/2.0
plt.subplot(770 + 1 + j)
plt.imshow(output)
plt.axis('off')
#plt.title(trainY[i])
plt.show()
len(apples_train), len(oranges_train)
(995, 1019)
epochs = 500
batch_size = 1
steps = 1000
for i in range(0, epochs):
for j in range(steps):
if j%100 == 0:
show_generator_results_apples_to_oranges(generator_network_AB, generator_network_BA)
print ("-"*100)
show_generator_results_oranges_to_apples(generator_network_AB, generator_network_BA)
# A == Apples
# B == Oranges
domain_A_images = get_apple_samples(batch_size)
domain_B_images = get_orange_samples(batch_size)
fake_patch = np.zeros((batch_size, 8, 8, 1))
real_patch = np.ones((batch_size, 8, 8, 1))
fake_B_images = generator_network_AB(domain_A_images)
fake_A_images = generator_network_BA(domain_B_images)
# Updating Discriminator A weights
discriminator_network_A.trainable=True
discriminator_network_B.trainable=False
loss_d_real_A = discriminator_network_A.train_on_batch(domain_A_images, real_patch)
loss_d_fake_A = discriminator_network_A.train_on_batch(fake_A_images, fake_patch)
loss_d_A = np.add(loss_d_real_A, loss_d_fake_A)/2.0
# Updating Discriminator B weights
discriminator_network_B.trainable=True
discriminator_network_A.trainable=False
loss_d_real_B = discriminator_network_B.train_on_batch(domain_B_images, real_patch)
loss_d_fake_B = discriminator_network_B.train_on_batch(fake_B_images, fake_patch)
loss_d_B = np.add(loss_d_real_B, loss_d_fake_B)/2.0
# Make the Discriminator belive that these are real samples and calculate loss to train the generator
discriminator_network_A.trainable=False
discriminator_network_B.trainable=False
# Updating Generator weights
loss_g = cycle_gan.train_on_batch([domain_A_images, domain_B_images],\
[real_patch, real_patch, domain_A_images, domain_B_images, domain_A_images, domain_B_images])
if j%50 == 0:
print ("Epoch:%.0f, Step:%.0f, DA-Loss:%.3f, DA-Acc:%.3f, DB-Loss:%.3f, DB-Acc:%.3f, G-Loss:%.3f"\
%(i,j,loss_d_A[0],loss_d_A[1]*100,loss_d_B[0],loss_d_B[1]*100,loss_g[0]))
Input Apple Images
Translated (Apple -> Orange) Images
Translated reverse ( Fake Oranges -> Fake Apples)
---------------------------------------------------------------------------------------------------- Input Orange Images
Translated (Orange -> Apple) Images
Translated reverse (Fake Apples -> Fake Oranges)
Epoch:0, Step:0, DA-Loss:2.378, DA-Acc:53.906, DB-Loss:1.842, DB-Acc:48.438, G-Loss:131.370 Epoch:0, Step:50, DA-Loss:0.343, DA-Acc:53.906, DB-Loss:0.479, DB-Acc:44.531, G-Loss:11.231 Input Apple Images
Translated (Apple -> Orange) Images
Translated reverse ( Fake Oranges -> Fake Apples)
---------------------------------------------------------------------------------------------------- Input Orange Images
Translated (Orange -> Apple) Images
Translated reverse (Fake Apples -> Fake Oranges)
Epoch:0, Step:100, DA-Loss:0.317, DA-Acc:62.500, DB-Loss:0.332, DB-Acc:64.062, G-Loss:15.323 Epoch:0, Step:150, DA-Loss:0.325, DA-Acc:51.562, DB-Loss:0.407, DB-Acc:66.406, G-Loss:9.195 Input Apple Images
Translated (Apple -> Orange) Images
Translated reverse ( Fake Oranges -> Fake Apples)
---------------------------------------------------------------------------------------------------- Input Orange Images
Translated (Orange -> Apple) Images
Translated reverse (Fake Apples -> Fake Oranges)
Epoch:0, Step:200, DA-Loss:0.305, DA-Acc:53.125, DB-Loss:0.192, DB-Acc:87.500, G-Loss:10.828 Epoch:0, Step:250, DA-Loss:0.180, DA-Acc:75.000, DB-Loss:0.208, DB-Acc:75.000, G-Loss:10.055 Input Apple Images
Translated (Apple -> Orange) Images
Translated reverse ( Fake Oranges -> Fake Apples)
---------------------------------------------------------------------------------------------------- Input Orange Images
Translated (Orange -> Apple) Images
Translated reverse (Fake Apples -> Fake Oranges)
Epoch:0, Step:300, DA-Loss:0.287, DA-Acc:56.250, DB-Loss:0.113, DB-Acc:83.594, G-Loss:7.022 Epoch:0, Step:350, DA-Loss:0.232, DA-Acc:64.844, DB-Loss:0.283, DB-Acc:64.844, G-Loss:5.660 Input Apple Images
Translated (Apple -> Orange) Images
Translated reverse ( Fake Oranges -> Fake Apples)
---------------------------------------------------------------------------------------------------- Input Orange Images
Translated (Orange -> Apple) Images
Translated reverse (Fake Apples -> Fake Oranges)
Epoch:0, Step:400, DA-Loss:0.266, DA-Acc:62.500, DB-Loss:0.366, DB-Acc:68.750, G-Loss:5.058 Epoch:0, Step:450, DA-Loss:0.311, DA-Acc:54.688, DB-Loss:0.273, DB-Acc:53.906, G-Loss:4.695 Input Apple Images
Translated (Apple -> Orange) Images
Translated reverse ( Fake Oranges -> Fake Apples)
---------------------------------------------------------------------------------------------------- Input Orange Images
Translated (Orange -> Apple) Images
Translated reverse (Fake Apples -> Fake Oranges)
Epoch:0, Step:500, DA-Loss:0.339, DA-Acc:63.281, DB-Loss:0.196, DB-Acc:74.219, G-Loss:5.595 Epoch:0, Step:550, DA-Loss:0.300, DA-Acc:53.906, DB-Loss:0.263, DB-Acc:55.469, G-Loss:4.282 Input Apple Images
Translated (Apple -> Orange) Images
Translated reverse ( Fake Oranges -> Fake Apples)
---------------------------------------------------------------------------------------------------- Input Orange Images
Translated (Orange -> Apple) Images
Translated reverse (Fake Apples -> Fake Oranges)
Epoch:0, Step:600, DA-Loss:0.228, DA-Acc:71.094, DB-Loss:0.155, DB-Acc:81.250, G-Loss:5.275 Epoch:0, Step:650, DA-Loss:0.232, DA-Acc:66.406, DB-Loss:0.229, DB-Acc:70.312, G-Loss:5.078 Input Apple Images
Translated (Apple -> Orange) Images
Translated reverse ( Fake Oranges -> Fake Apples)
---------------------------------------------------------------------------------------------------- Input Orange Images
Translated (Orange -> Apple) Images
Translated reverse (Fake Apples -> Fake Oranges)
Epoch:0, Step:700, DA-Loss:0.380, DA-Acc:50.000, DB-Loss:0.280, DB-Acc:60.156, G-Loss:4.706 Epoch:0, Step:750, DA-Loss:0.412, DA-Acc:48.438, DB-Loss:0.333, DB-Acc:42.969, G-Loss:4.530 Input Apple Images
Translated (Apple -> Orange) Images
Translated reverse ( Fake Oranges -> Fake Apples)
---------------------------------------------------------------------------------------------------- Input Orange Images
Translated (Orange -> Apple) Images
Translated reverse (Fake Apples -> Fake Oranges)
Epoch:0, Step:800, DA-Loss:0.277, DA-Acc:63.281, DB-Loss:0.190, DB-Acc:73.438, G-Loss:5.279 Epoch:0, Step:850, DA-Loss:0.477, DA-Acc:50.000, DB-Loss:0.514, DB-Acc:35.156, G-Loss:4.291 Input Apple Images
Translated (Apple -> Orange) Images
Translated reverse ( Fake Oranges -> Fake Apples)
---------------------------------------------------------------------------------------------------- Input Orange Images
Translated (Orange -> Apple) Images
Translated reverse (Fake Apples -> Fake Oranges)
Epoch:0, Step:900, DA-Loss:0.294, DA-Acc:64.844, DB-Loss:0.257, DB-Acc:64.062, G-Loss:3.601 Epoch:0, Step:950, DA-Loss:0.184, DA-Acc:70.312, DB-Loss:0.199, DB-Acc:65.625, G-Loss:3.994 Input Apple Images
Translated (Apple -> Orange) Images
Translated reverse ( Fake Oranges -> Fake Apples)
---------------------------------------------------------------------------------------------------- Input Orange Images
Translated (Orange -> Apple) Images
Translated reverse (Fake Apples -> Fake Oranges)
Epoch:1, Step:0, DA-Loss:0.218, DA-Acc:64.062, DB-Loss:0.302, DB-Acc:49.219, G-Loss:4.235 Epoch:1, Step:50, DA-Loss:0.224, DA-Acc:63.281, DB-Loss:0.256, DB-Acc:59.375, G-Loss:4.318 Input Apple Images
Translated (Apple -> Orange) Images
Translated reverse ( Fake Oranges -> Fake Apples)
---------------------------------------------------------------------------------------------------- Input Orange Images
Translated (Orange -> Apple) Images
Translated reverse (Fake Apples -> Fake Oranges)
Epoch:1, Step:100, DA-Loss:0.449, DA-Acc:26.562, DB-Loss:0.363, DB-Acc:40.625, G-Loss:3.745 Epoch:1, Step:150, DA-Loss:0.163, DA-Acc:80.469, DB-Loss:0.205, DB-Acc:69.531, G-Loss:4.706 Input Apple Images
Translated (Apple -> Orange) Images
Translated reverse ( Fake Oranges -> Fake Apples)
---------------------------------------------------------------------------------------------------- Input Orange Images
Translated (Orange -> Apple) Images
Translated reverse (Fake Apples -> Fake Oranges)
Epoch:1, Step:200, DA-Loss:0.124, DA-Acc:89.844, DB-Loss:0.133, DB-Acc:81.250, G-Loss:4.491 Epoch:1, Step:250, DA-Loss:0.184, DA-Acc:75.000, DB-Loss:0.177, DB-Acc:72.656, G-Loss:4.338 Input Apple Images
Translated (Apple -> Orange) Images
Translated reverse ( Fake Oranges -> Fake Apples)
---------------------------------------------------------------------------------------------------- Input Orange Images
Translated (Orange -> Apple) Images
Translated reverse (Fake Apples -> Fake Oranges)
Epoch:1, Step:300, DA-Loss:0.250, DA-Acc:56.250, DB-Loss:0.597, DB-Acc:48.438, G-Loss:3.750 Epoch:1, Step:350, DA-Loss:0.175, DA-Acc:79.688, DB-Loss:0.204, DB-Acc:73.438, G-Loss:4.371 Input Apple Images
Translated (Apple -> Orange) Images
Translated reverse ( Fake Oranges -> Fake Apples)
---------------------------------------------------------------------------------------------------- Input Orange Images
Translated (Orange -> Apple) Images
Translated reverse (Fake Apples -> Fake Oranges)
Epoch:1, Step:400, DA-Loss:0.451, DA-Acc:45.312, DB-Loss:0.381, DB-Acc:37.500, G-Loss:4.541
--------------------------------------------------------------------------- KeyboardInterrupt Traceback (most recent call last) <ipython-input-18-802935a84be5> in <module>() 43 44 # Updating Generator weights ---> 45 loss_g = cycle_gan.train_on_batch([domain_A_images, domain_B_images], [real_patch, real_patch, domain_A_images, domain_B_images, domain_A_images, domain_B_images]) 46 47 if j%50 == 0: /usr/local/lib/python3.6/dist-packages/tensorflow/python/keras/engine/training.py in train_on_batch(self, x, y, sample_weight, class_weight, reset_metrics, return_dict) 1725 class_weight) 1726 self.train_function = self.make_train_function() -> 1727 logs = self.train_function(iterator) 1728 1729 if reset_metrics: /usr/local/lib/python3.6/dist-packages/tensorflow/python/eager/def_function.py in __call__(self, *args, **kwds) 826 tracing_count = self.experimental_get_tracing_count() 827 with trace.Trace(self._name) as tm: --> 828 result = self._call(*args, **kwds) 829 compiler = "xla" if self._experimental_compile else "nonXla" 830 new_tracing_count = self.experimental_get_tracing_count() /usr/local/lib/python3.6/dist-packages/tensorflow/python/eager/def_function.py in _call(self, *args, **kwds) 853 # In this case we have created variables on the first call, so we run the 854 # defunned version which is guaranteed to never create variables. --> 855 return self._stateless_fn(*args, **kwds) # pylint: disable=not-callable 856 elif self._stateful_fn is not None: 857 # Release the lock early so that multiple threads can perform the call /usr/local/lib/python3.6/dist-packages/tensorflow/python/eager/function.py in __call__(self, *args, **kwargs) 2941 filtered_flat_args) = self._maybe_define_function(args, kwargs) 2942 return graph_function._call_flat( -> 2943 filtered_flat_args, captured_inputs=graph_function.captured_inputs) # pylint: disable=protected-access 2944 2945 @property /usr/local/lib/python3.6/dist-packages/tensorflow/python/eager/function.py in _call_flat(self, args, captured_inputs, cancellation_manager) 1917 # No tape is watching; skip to running the function. 1918 return self._build_call_outputs(self._inference_function.call( -> 1919 ctx, args, cancellation_manager=cancellation_manager)) 1920 forward_backward = self._select_forward_and_backward_functions( 1921 args, /usr/local/lib/python3.6/dist-packages/tensorflow/python/eager/function.py in call(self, ctx, args, cancellation_manager) 558 inputs=args, 559 attrs=attrs, --> 560 ctx=ctx) 561 else: 562 outputs = execute.execute_with_cancellation( /usr/local/lib/python3.6/dist-packages/tensorflow/python/eager/execute.py in quick_execute(op_name, num_outputs, inputs, attrs, ctx, name) 58 ctx.ensure_initialized() 59 tensors = pywrap_tfe.TFE_Py_Execute(ctx._handle, device_name, op_name, ---> 60 inputs, attrs, num_outputs) 61 except core._NotOkStatusException as e: 62 if name is not None: KeyboardInterrupt: